{"meta":{"query_hash":"6a1baf3570e7","filters":{"venue":"Psychiatria Danubina"},"cohort_total":20,"direct_labels_cover":0,"predictions_cover":20,"exported":20,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/6a1baf3570e7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Psychiatria+Danubina"},"results":[{"id":"W2303681998","doi":"","title":"Assessment of underreporting of suicide attempts treated in emergency departments in Montreal and suggestions for improvement","year":2006,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Medical emergency; Incentive; Reliability (semiconductor); Information system; Human factors and ergonomics; Suicide prevention; Poison control; Psychology; Computer science; Medicine; Engineering","score_opus":0.02863227958938978,"score_gpt":0.36210702046470605,"score_spread":0.33347474087531626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2303681998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917523,0.0009210579,0.00015803473,0.00021784805,0.00040108594,0.0008589174,0.000056073113,0.000014823077,0.005619824],"genre_scores_gemma":[0.998623,0.00006311558,0.00067802565,0.00001024296,0.00004442669,0.00022804835,0.000050605304,0.0000164798,0.00028603454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793196,0.00007671154,0.0011738795,0.0003525768,0.00014195514,0.0003229179],"domain_scores_gemma":[0.9990738,0.00011076552,0.00048096373,0.00023717363,0.000065333705,0.0000319516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048724032,0.00017406748,0.00042541442,0.00028120895,0.00004602356,0.0000039091296,0.00008360203,0.00007695582,0.000055000157],"category_scores_gemma":[0.00002940673,0.00016854351,0.00009331227,0.00031210348,0.000034958783,0.000045003097,0.000033242934,0.00008501171,9.389504e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012197463,0.000758648,0.99417967,0.00006211549,0.000085803396,0.000005076593,0.00031120982,0.000035890636,0.0011312565,0.0018657226,0.00055850006,0.00088415004],"study_design_scores_gemma":[0.0034189192,0.0003221208,0.9889432,0.0000118915505,0.00007262189,0.0000017394474,0.00083894667,0.000103085156,0.00016515887,0.005974257,0.00001400131,0.00013403254],"about_ca_topic_score_codex":0.020824209,"about_ca_topic_score_gemma":0.049955845,"teacher_disagreement_score":0.029131634,"about_ca_system_score_codex":0.000055589477,"about_ca_system_score_gemma":0.000025889227,"threshold_uncertainty_score":0.9856962},"labels":[],"label_agreement":null},{"id":"W2734467370","doi":"10.24869/psyd.2017.218","title":"BILATERAL DMPFC-RTMS LEADS TO SUSTAINED REMISSION IN GERIATRIC TREATMENT-RESISTANT DEPRESSION: A CASE REPORT","year":2017,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Depression (economics); Treatment-resistant depression; Medicine; Psychology; Psychiatry; Physical medicine and rehabilitation; Major depressive disorder; Cognition","score_opus":0.04093476064004227,"score_gpt":0.3403680323900839,"score_spread":0.29943327175004164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734467370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98676574,0.00016593025,0.00011100243,0.0040519014,0.0016098253,0.0011572692,0.000031163243,0.00014320493,0.005963967],"genre_scores_gemma":[0.99485624,0.000032235555,0.001158466,0.00012457639,0.00032847523,0.00010236557,0.0000028649797,0.000042408916,0.0033523566],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9970398,0.00016969009,0.00073686533,0.0010610521,0.00039907865,0.00059354864],"domain_scores_gemma":[0.99768347,0.00019274153,0.00034497454,0.0014462055,0.00006469772,0.0002679139],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003187402,0.00037259603,0.000454849,0.00035659276,0.0010431699,0.00024338378,0.00043021972,0.00012295933,0.00009823828],"category_scores_gemma":[0.0012211106,0.0003005956,0.00016339397,0.00042915193,0.000103999286,0.00025385196,0.00015471774,0.00015249207,0.0000684151],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010030542,0.0015652322,0.27919835,0.00015242421,0.00003542379,0.15736702,0.004331785,0.00047737776,0.52348495,0.0010196676,0.0035548587,0.018782383],"study_design_scores_gemma":[0.036841676,0.0035399671,0.88018227,0.00029909334,0.00036194717,0.020386675,0.0007678609,0.0012383742,0.019674458,0.0037764807,0.030248126,0.0026830977],"about_ca_topic_score_codex":0.00080600334,"about_ca_topic_score_gemma":0.00044838895,"teacher_disagreement_score":0.6009839,"about_ca_system_score_codex":0.0001682238,"about_ca_system_score_gemma":0.00012090903,"threshold_uncertainty_score":0.9999446},"labels":[],"label_agreement":null},{"id":"W2736042470","doi":"10.24869/psyd.2017.148","title":"MOOD SYMPTOMS IN STABILIZED PATIENTS WITH SCHIZOPHRENIA: A BIPOLAR TYPE WITH PREDOMINANT PSYCHOTIC FEATURES?","year":2017,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mania; Bipolar disorder; Schizophrenia (object-oriented programming); Psychiatry; Psychology; Young Mania Rating Scale; Mood; Clinical psychology; Brief Psychiatric Rating Scale; Psychosis; Positive and Negative Syndrome Scale; Anxiety; Schizophreniform disorder; Schizoaffective disorder","score_opus":0.009401112262409202,"score_gpt":0.27422277351060836,"score_spread":0.26482166124819917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736042470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993141,0.0011625958,0.00001014133,0.001853978,0.00035715135,0.0022282419,0.000042555515,0.00007320368,0.0011311175],"genre_scores_gemma":[0.99167657,0.000105023544,0.0073491936,0.00004053674,0.00016710412,0.00012795057,0.0000863198,0.000079719764,0.0003675825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99720645,0.00009601579,0.00034613148,0.00077081675,0.00083256495,0.0007479989],"domain_scores_gemma":[0.99721205,0.000052857537,0.000253405,0.0017798316,0.00025149022,0.00045037558],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024672388,0.00043725615,0.00065424544,0.0003341556,0.0003775986,0.00016351059,0.00041564554,0.00014874892,0.00012246412],"category_scores_gemma":[0.00016472429,0.00026644117,0.000110928515,0.00038920785,0.00023570468,0.0002398469,0.000077422585,0.0005599837,0.00011066848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.17458259,0.0019685077,0.8151762,0.00009630755,0.00036169225,0.00009588878,0.00012522463,0.000002228105,0.00003274679,0.00062413816,0.0003323691,0.0066021243],"study_design_scores_gemma":[0.08107426,0.0059434543,0.9110048,0.00036918398,0.00027767554,0.000046124136,0.000038483548,0.000022863565,0.00008585917,0.0004808518,0.000340911,0.00031557548],"about_ca_topic_score_codex":0.0002688504,"about_ca_topic_score_gemma":0.002875663,"teacher_disagreement_score":0.09582857,"about_ca_system_score_codex":0.00017297402,"about_ca_system_score_gemma":0.0005834135,"threshold_uncertainty_score":0.9999788},"labels":[],"label_agreement":null},{"id":"W2768596877","doi":"10.24869/psyd.2017.480","title":"CHARACTERISTICS AND DEVELOPMENT OF NONSUICIDAL SUPER SELF-INJURY AMONG BORDERLINE INPATIENTS","year":2017,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Borderline personality disorder; Psychopathology; Sexual abuse; Clinical psychology; Physical abuse; Psychiatry; Psychology; Adverse Childhood Experiences; Poison control; Injury prevention; Child abuse; Medicine; Mental health; Medical emergency","score_opus":0.023555921531782695,"score_gpt":0.3126943042002923,"score_spread":0.2891383826685096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768596877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99116135,0.00032877162,0.00005806644,0.00025928777,0.0023106628,0.00033822964,0.00005601266,0.000065799206,0.005421822],"genre_scores_gemma":[0.99516594,0.00007325157,0.0039384505,0.00009031633,0.0002420343,0.00004592925,0.00002253835,0.00003404833,0.00038748852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825454,0.00006662023,0.0006228175,0.0004293842,0.00023060087,0.00039601285],"domain_scores_gemma":[0.99851966,0.0000543296,0.0004363032,0.00074751803,0.00012408473,0.00011808217],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034768265,0.0002674433,0.0004535081,0.00013388037,0.0006216808,0.00005801002,0.00038793287,0.00014155725,0.00020229607],"category_scores_gemma":[0.00007322999,0.0002459413,0.000068168745,0.000062118146,0.0001789132,0.00013566436,0.00021733744,0.00019379127,0.00010373272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002732857,0.00033032877,0.9834829,0.000048020596,0.00027245173,0.000005020881,0.0060013738,1.6903824e-8,0.00006990449,0.00034531526,0.0016525667,0.007518844],"study_design_scores_gemma":[0.0016900522,0.00017844817,0.9912363,0.000011359325,0.00008215076,0.0000028336992,0.0005430835,0.0000061940254,0.00012974914,0.000104876206,0.0057364884,0.00027840602],"about_ca_topic_score_codex":0.00015519926,"about_ca_topic_score_gemma":0.00011708507,"teacher_disagreement_score":0.0077534877,"about_ca_system_score_codex":0.000022908396,"about_ca_system_score_gemma":0.00006518415,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W2956952107","doi":"10.24869/psyd.2019.162","title":"INTEGRATION OF COMPLEMENTARY BIOMARKERS IN PATIENTS WITH FIRST EPISODE PSYCHOSIS: RESEARCH PROTOCOL OF A PROSPECTIVE FOLLOW UP STUDY","year":2019,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"European Regional Development Fund; Hrvatska Zaklada za Znanost; European Commission","keywords":"Neurocognitive; Medicine; Psychopathology; Psychosis; Schizophrenia (object-oriented programming); Positive and Negative Syndrome Scale; Internal medicine; Psychiatry; Cognition","score_opus":0.035495072330920245,"score_gpt":0.373529088713204,"score_spread":0.33803401638228375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956952107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8466657,0.000017257522,0.0000049200053,0.00035256415,0.00008541894,0.1522687,0.000034958313,0.000012222168,0.00055831065],"genre_scores_gemma":[0.9555745,0.0000014322418,0.0019746253,0.000005508474,0.000018489389,0.042298414,0.000052742944,0.00002480612,0.00004948359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719036,0.00025655664,0.0005531113,0.0004740162,0.0011538845,0.00037206727],"domain_scores_gemma":[0.9984991,0.00012334439,0.00017992865,0.00062155543,0.00047538764,0.00010066654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008680377,0.00019314748,0.00047036048,0.0006827214,0.000060110808,0.000011677788,0.00018449279,0.00004999266,0.00016285876],"category_scores_gemma":[0.000078769284,0.00013315608,0.00009174415,0.0011736946,0.00010000342,0.00010781419,0.00006313741,0.00027558304,0.000022423215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10695625,0.0071136,0.8821688,0.00025685207,0.00049214537,0.0000027149665,0.0008297846,7.0957685e-7,0.00004352198,0.00014383394,0.00070069404,0.0012910321],"study_design_scores_gemma":[0.07087211,0.019912401,0.90590125,0.00044393283,0.00005883529,6.1115895e-7,0.0018238141,0.000024072277,0.00037740608,0.000434913,0.00005039696,0.00010024703],"about_ca_topic_score_codex":0.0023718264,"about_ca_topic_score_gemma":0.011353309,"teacher_disagreement_score":0.10997028,"about_ca_system_score_codex":0.00024268826,"about_ca_system_score_gemma":0.00017679442,"threshold_uncertainty_score":0.63354135},"labels":[],"label_agreement":null},{"id":"W2979860438","doi":"10.24869/psyd.2019.325","title":"TAKE ME BACK TO MOVE ME FORWARD: RE-ENACTMENT OF THE FAMILY SYSTEM AS A PATHWAY TO BETTER QUALITY OF LIFE FOR ALEXITHYMIC PATIENTS IN GROUP THERAPY","year":2019,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Alexithymia; Quality of life (healthcare); Family therapy; Context (archaeology); Psychology; Group psychotherapy; Clinical psychology; Mediation; Feeling; Psychotherapist; Toronto Alexithymia Scale; Medicine; Social psychology","score_opus":0.020543835263101214,"score_gpt":0.2844178886088369,"score_spread":0.26387405334573566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979860438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98573995,0.00028786072,0.00011164475,0.0017948912,0.0011081313,0.0063575585,0.00023664878,0.000017973916,0.0043453365],"genre_scores_gemma":[0.99465847,0.000020187455,0.0017353761,0.0027412816,0.000060149297,0.0002829246,0.0000412678,0.0000479476,0.0004123959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742055,0.00016107655,0.0010289357,0.000462585,0.00055620825,0.00037061633],"domain_scores_gemma":[0.99814945,0.000108291926,0.00043224206,0.0009999058,0.00011746891,0.00019261046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005261021,0.000298781,0.0008501711,0.00017176192,0.00003777094,0.000010925744,0.0003228656,0.000111756795,0.000052974745],"category_scores_gemma":[0.000062167084,0.00019177943,0.00036654045,0.0003967212,0.00002591341,0.000057211444,0.000057922603,0.000093104616,0.0001183979],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010321353,0.004848712,0.9592203,0.0017386213,0.00081345305,5.35537e-7,0.0059221154,0.0000119427605,0.004165982,0.0033244651,0.006731777,0.002900748],"study_design_scores_gemma":[0.028709982,0.0042182226,0.9539058,0.0017143174,0.00007347681,6.4131484e-7,0.003744834,0.00004248025,0.0007504741,0.0019534766,0.004537406,0.0003488922],"about_ca_topic_score_codex":0.0006954457,"about_ca_topic_score_gemma":0.00006182347,"teacher_disagreement_score":0.01838863,"about_ca_system_score_codex":0.00013688277,"about_ca_system_score_gemma":0.00010517718,"threshold_uncertainty_score":0.7820538},"labels":[],"label_agreement":null},{"id":"W2984367252","doi":"10.24869/psyd.2019.473","title":"ALEXITHYMIA AND PSYCHOLOGICAL DISTRESS AMONG WOMEN UNDERGOING IN VITRO FERTILIZATION","year":2019,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Anxiety; Toronto Alexithymia Scale; Depression (economics); Clinical psychology; Psychological distress; Distress; In vitro fertilisation; Psychology; Medicine; Psychiatry; Pregnancy","score_opus":0.01318649317677878,"score_gpt":0.2733443018317796,"score_spread":0.2601578086550008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984367252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98440826,0.0003476217,0.00006269478,0.00047073586,0.00041333752,0.0006243351,0.000008323008,0.000055837925,0.013608847],"genre_scores_gemma":[0.9980096,0.00013318699,0.0006692263,0.00019296346,0.000043807173,0.000050420716,0.000050943774,0.000023588165,0.0008262516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871486,0.00004934032,0.0002973733,0.0004173748,0.00017991239,0.00034111776],"domain_scores_gemma":[0.9993609,0.000046843892,0.000087260036,0.00034414622,0.000013601204,0.00014723574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013422927,0.00019021358,0.00033082315,0.00013805326,0.000042521813,0.000031761378,0.00008055488,0.000110323264,0.00015664085],"category_scores_gemma":[0.00002817059,0.0001516075,0.000055148852,0.0002594782,0.000053172233,0.00010728543,0.000028153972,0.00013393388,0.00007311762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013852847,0.0009921279,0.99216574,0.00020036104,0.00005937351,0.000012202473,0.0008632236,0.0000019785411,0.00086146826,0.000378282,0.00015519829,0.0029247664],"study_design_scores_gemma":[0.009220611,0.00056775444,0.9824165,0.00044082783,0.000022429453,0.000017474094,0.00093140686,0.0004078183,0.000054258002,0.0055994764,0.00013372337,0.0001877069],"about_ca_topic_score_codex":0.000023662345,"about_ca_topic_score_gemma":0.000020936404,"teacher_disagreement_score":0.013601345,"about_ca_system_score_codex":0.00007931531,"about_ca_system_score_gemma":0.00001578133,"threshold_uncertainty_score":0.61823744},"labels":[],"label_agreement":null},{"id":"W2988238782","doi":"10.24869/psyd.2019.448","title":"PERSONALITY TRAITS ARE DIFFERENTLY ASSOCIATED WITH DEPRESSION AND ANXIETY: EVIDENCE FROM APPLYING BIVARIATE MULTIPLE BINARY LOGISTIC REGRESSION ON A LARGE SAMPLE OF GENERAL ADULTS","year":2019,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Isfahan University of Medical Sciences","keywords":"Agreeableness; Conscientiousness; Extraversion and introversion; Big Five personality traits; Neuroticism; Anxiety; Logistic regression; Psychology; Clinical psychology; Population; Depression (economics); Personality; Demography; Medicine; Psychiatry; Internal medicine","score_opus":0.04711789187605601,"score_gpt":0.31737479554917963,"score_spread":0.2702569036731236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988238782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993006,0.0016904006,0.0004624511,0.0005010026,0.001047411,0.0009896368,0.0017564264,0.00010328257,0.00044340795],"genre_scores_gemma":[0.9977551,0.00007921624,0.00090339367,0.0003912556,0.00023103245,0.00010098607,0.00026662523,0.00005808671,0.00021428084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961289,0.00079397875,0.00057418726,0.0013172597,0.00050662435,0.0006790166],"domain_scores_gemma":[0.9970591,0.00122474,0.0007085073,0.00067699596,0.00011106783,0.00021959511],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006700418,0.00049065653,0.0007938909,0.00017519253,0.0002115961,0.00003881746,0.0003888433,0.0004184279,0.0007303703],"category_scores_gemma":[0.00029724147,0.00036438872,0.0001759568,0.00035316224,0.0001402491,0.00014594846,0.000092285576,0.0005553933,0.000041642947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008530989,0.0012574128,0.9781765,0.00010548404,0.0002623146,0.000012870973,0.0041653146,0.0000144444775,0.0026754937,0.00040649288,0.0012119754,0.0031807185],"study_design_scores_gemma":[0.008762423,0.0009312486,0.98526895,0.001486042,0.00013495726,0.000008873317,0.00089521555,0.0011352483,0.000034696706,0.00056275434,0.00032059322,0.0004590264],"about_ca_topic_score_codex":0.0029850837,"about_ca_topic_score_gemma":0.00076066755,"teacher_disagreement_score":0.0070924326,"about_ca_system_score_codex":0.000056476616,"about_ca_system_score_gemma":0.00004450831,"threshold_uncertainty_score":0.9998808},"labels":[],"label_agreement":null},{"id":"W3017084649","doi":"10.24869/psyd.2020.55","title":"PHOSPHATIDYLCHOLINE CONTAINING LONG CHAIN OMEGA-3 FATTY ACIDS: A TREATMENT ADJUNCT FOR PATIENTS WITH ANOREXIA NERVOSA?","year":2020,"lang":"en","type":"review","venue":"Psychiatria Danubina","topic":"Regulation of Appetite and Obesity","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Erasmus+; Aristotle University of Thessaloniki; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; King's College London; National Institute for Health and Care Research; South London and Maudsley NHS Foundation Trust","keywords":"Adjunct; Anorexia nervosa; Omega; Phosphatidylcholine; Medicine; Internal medicine; Endocrinology; Psychiatry; Chemistry; Eating disorders; Biochemistry; Phospholipid; Philosophy","score_opus":0.04064883629749662,"score_gpt":0.3047673738465505,"score_spread":0.2641185375490539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017084649","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023919502,0.9841213,0.0013083066,0.0002895799,0.0016781198,0.00837049,0.00088403135,0.00029156363,0.0006646497],"genre_scores_gemma":[0.0013290698,0.99310046,0.0019604533,0.00033230174,0.0009612624,0.00067470665,0.0008974327,0.00021870367,0.00052562426],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995791,0.0002960775,0.0010370619,0.0015596654,0.0005928474,0.0007233009],"domain_scores_gemma":[0.9971885,0.00044431005,0.0010613496,0.00083783455,0.00010694045,0.00036107955],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021771764,0.0010313267,0.0022508034,0.00027190777,0.0004308815,0.00019345511,0.0006745731,0.00031183255,0.000047364272],"category_scores_gemma":[0.00021129353,0.00072430493,0.00085935515,0.00090324745,0.00011711841,0.00026309094,0.00010547025,0.00032245353,0.00013900902],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014120231,0.001046695,0.005224588,0.004694068,0.00023942681,0.0000323358,0.00028355938,0.0000077068225,0.0000028814532,0.0017736772,0.0008982783,0.9843848],"study_design_scores_gemma":[0.0053199837,0.002769284,0.0005282924,0.0020089215,0.0008616801,0.0000103107195,0.000012002089,0.0000548646,0.000028506567,0.000086424014,0.98746586,0.00085388403],"about_ca_topic_score_codex":0.000015715843,"about_ca_topic_score_gemma":0.000024540788,"teacher_disagreement_score":0.98656756,"about_ca_system_score_codex":0.0003250853,"about_ca_system_score_gemma":0.00045812005,"threshold_uncertainty_score":0.9995208},"labels":[],"label_agreement":null},{"id":"W3177307146","doi":"10.24869/psyd.2021.240","title":"THE LEVEL OF RUMINATIVE THOUGHT AND ALEXITHYMIA OF PEOPLE IN THE COVID-19 PANDEMIC PROCESS","year":2021,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Rumination; Psychology; Toronto Alexithymia Scale; Conversation; Clinical psychology; Psychiatry; Cognition","score_opus":0.07377632075553621,"score_gpt":0.36474691774471424,"score_spread":0.29097059698917804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177307146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817918,0.0042867432,0.00013905116,0.008075912,0.00015740527,0.0005424098,0.000054553995,0.000008737557,0.004943419],"genre_scores_gemma":[0.9978478,0.0008283375,0.0003181891,0.00041918826,0.000031542528,0.000047875827,0.000016429074,0.000011086432,0.00047957385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988608,0.00014809331,0.00034789677,0.00020195064,0.00026952848,0.0001717332],"domain_scores_gemma":[0.99892324,0.00038082857,0.00018936521,0.00037259463,0.00007065209,0.000063300955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050952245,0.00012826287,0.00030595277,0.000054287888,0.00009482087,0.00001069237,0.00015617543,0.00005392932,0.000020533611],"category_scores_gemma":[0.00030730135,0.00006816654,0.000076914315,0.0004913718,0.0001414646,0.000037499445,0.00002608332,0.0001213212,0.0000017471284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055421767,0.000965768,0.96723086,0.00065970083,0.00018186941,0.000010005796,0.020187713,0.0000017638723,0.00013603304,0.006669112,0.0015735823,0.0018294002],"study_design_scores_gemma":[0.012018896,0.00062679284,0.8706177,0.0005231301,0.0002591812,0.00024587827,0.05006728,0.000091714384,0.0003390442,0.061029185,0.003978493,0.00020271417],"about_ca_topic_score_codex":0.00011321524,"about_ca_topic_score_gemma":0.00069515995,"teacher_disagreement_score":0.09661315,"about_ca_system_score_codex":0.000022976785,"about_ca_system_score_gemma":0.00027519427,"threshold_uncertainty_score":0.27797508},"labels":[],"label_agreement":null},{"id":"W4200549052","doi":"10.24869/psyd.2021.620","title":"PHYSICIANS REACTIONS TO COVID 19.THE RESULTS OF A PRELIMINARY INTERNATIONAL INTERNET SURVEY","year":2021,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Misinformation; Operationalization; Pandemic; Psychology; The Internet; Computer-assisted web interviewing; Coronavirus disease 2019 (COVID-19); Health care; Medicine; Family medicine; Medical education; Disease; Political science; Infectious disease (medical specialty)","score_opus":0.08850909664567679,"score_gpt":0.42872668277017095,"score_spread":0.34021758612449415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200549052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7594046,0.0011835472,0.0049141347,0.12020474,0.03053707,0.0016521999,0.0035160186,0.00021866972,0.078369],"genre_scores_gemma":[0.96965575,0.00004291035,0.0003995007,0.00586832,0.0005062338,0.00007083282,0.00042087305,0.000025146535,0.023010446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784416,0.0005243992,0.0005819214,0.0004943476,0.00026495362,0.00029019525],"domain_scores_gemma":[0.9980685,0.000648585,0.00023800026,0.0007197294,0.00012983111,0.00019536211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009846478,0.00015219313,0.00021598108,0.00013532687,0.00010738656,0.000022310107,0.0004366247,0.00007859904,0.0005629773],"category_scores_gemma":[0.00054699637,0.00013607547,0.00013684924,0.00055103627,0.00006596056,0.000051698193,0.00014360274,0.00023630461,0.00031814357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009724659,0.0020943896,0.030770922,0.000114776434,0.00030365723,0.000052688036,0.017157635,0.000059954567,0.00046023724,0.010961921,0.9132898,0.015009373],"study_design_scores_gemma":[0.002712242,0.00059154263,0.26072806,0.000051383253,0.000041478663,0.000048536815,0.0028843982,0.000037749098,0.00015325748,0.0006756414,0.73188156,0.00019415798],"about_ca_topic_score_codex":0.013004378,"about_ca_topic_score_gemma":0.0059861112,"teacher_disagreement_score":0.22995713,"about_ca_system_score_codex":0.00023638844,"about_ca_system_score_gemma":0.00048957655,"threshold_uncertainty_score":0.9935681},"labels":[],"label_agreement":null},{"id":"W4283689497","doi":"10.24869/psyd.2022.209","title":"WHAT WE NEED FOR ENCODING OF MEMORY AND EMOTIONAL RECONSOLIDATION","year":2022,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Calgary","keywords":"Memory consolidation; Psychology; Encoding (memory); Cognitive psychology; Emotional memory; Neuroscience; Amygdala; Hippocampus","score_opus":0.027278952769743788,"score_gpt":0.3285067689995076,"score_spread":0.3012278162297638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283689497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9384759,0.00091465696,0.0013715025,0.051236074,0.005885896,0.00090337533,0.000019540717,0.000035602145,0.0011574563],"genre_scores_gemma":[0.9689734,0.0002596352,0.02603824,0.001514046,0.0008369297,0.000261039,0.00039108784,0.000027691012,0.001697908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907786,0.0000420104,0.00033164988,0.00017913604,0.00025319186,0.000116178424],"domain_scores_gemma":[0.9994385,0.00007111614,0.00015927052,0.00017040712,0.00012852863,0.000032160893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007404503,0.000070963404,0.000154951,0.00025308703,0.00019238972,0.000013992296,0.000060300586,0.000037612674,0.0003635622],"category_scores_gemma":[0.0002782634,0.00007441453,0.000048324382,0.00036909577,0.00004859464,0.00014847225,0.000031620526,0.00015734087,0.000002131698],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026628894,0.0021885918,0.023342393,0.0023256324,0.00035430363,0.0000025884087,0.014150885,0.00013799657,0.018259231,0.08527458,0.33323634,0.51806456],"study_design_scores_gemma":[0.04827811,0.0076066707,0.08100593,0.0020990004,0.0015954119,0.0010332433,0.23839583,0.031674225,0.008895309,0.13508864,0.44245383,0.0018738064],"about_ca_topic_score_codex":0.0000043913415,"about_ca_topic_score_gemma":7.8204545e-7,"teacher_disagreement_score":0.51619077,"about_ca_system_score_codex":0.00008063613,"about_ca_system_score_gemma":0.00016264588,"threshold_uncertainty_score":0.39807513},"labels":[],"label_agreement":null},{"id":"W4283699658","doi":"10.24869/psyd.2022.236","title":"THE EFFICACY AND SAFETY OF TRANSCRANIAL MAGNETIC STIMULATION IN TREATMENT-RESISTANT BIPOLAR DEPRESSION","year":2022,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Young Mania Rating Scale; Transcranial magnetic stimulation; Beck Depression Inventory; Depression (economics); Psychology; Rating scale; Stimulation; Crossover study; Mood; Hamilton Rating Scale for Depression; Bipolar disorder; Placebo; Mania; Internal medicine; Medicine; Anxiety; Psychiatry; Major depressive disorder","score_opus":0.02026543966309039,"score_gpt":0.2700238448329501,"score_spread":0.24975840516985973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283699658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910135,0.0057458156,0.0001051039,0.0009481506,0.0005306247,0.0010272975,0.0000856276,0.000042890482,0.0005009597],"genre_scores_gemma":[0.99908066,0.00050813524,0.0001582447,0.000033159922,0.000041583535,0.00005965395,0.000002515489,0.000018183935,0.000097893026],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980657,0.00043424498,0.00048118609,0.000391716,0.00037993412,0.00024719915],"domain_scores_gemma":[0.99849796,0.0010489123,0.00011762476,0.00027343066,0.000015454025,0.000046612156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027085983,0.00017068183,0.00022753366,0.00014015216,0.00072039134,0.000024396128,0.00019691214,0.000030604293,0.00008986524],"category_scores_gemma":[0.0001274057,0.0001295034,0.00007025716,0.0005441314,0.0001508648,0.00005700079,0.00004867038,0.00013152328,0.0000025497125],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027137004,0.0014794603,0.056617048,0.000057622812,0.00002486573,0.000016971382,0.0061767153,0.0121794045,0.71937656,0.006755857,0.00009064326,0.17008786],"study_design_scores_gemma":[0.022162344,0.0028831244,0.94732463,0.000018796989,0.00011112089,0.000011255392,0.00032420506,0.0040789084,0.0010293406,0.0017767946,0.019974751,0.00030470098],"about_ca_topic_score_codex":0.000132009,"about_ca_topic_score_gemma":0.00010582669,"teacher_disagreement_score":0.8907076,"about_ca_system_score_codex":0.000056758112,"about_ca_system_score_gemma":0.00004140798,"threshold_uncertainty_score":0.55407405},"labels":[],"label_agreement":null},{"id":"W4306390874","doi":"10.24869/psyd.2022.483","title":"ALEXITHYMIA IN FACEBOOK ADDICTION: ABOVE AND BEYOND THE ROLE OF PATHOLOGICAL NARCISSISM","year":2022,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Narcissism; Addiction; Pathological; Psychology; Behavioral addiction; Clinical psychology; Psychotherapist; Social psychology; Psychiatry; Medicine; Internal medicine","score_opus":0.009936340334126553,"score_gpt":0.2754244526391712,"score_spread":0.26548811230504465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306390874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9185683,0.0026012526,0.0000063290095,0.015669739,0.00079849735,0.0008880218,0.00005120011,0.00010971061,0.061306916],"genre_scores_gemma":[0.9984207,0.0001107914,0.0002610329,0.00045653366,0.00007296351,0.000072077244,0.000002612109,0.0000083055975,0.0005949736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842966,0.000425382,0.00023875778,0.00023093689,0.00037774837,0.00029751583],"domain_scores_gemma":[0.99948406,0.00006409697,0.00014059019,0.0002371293,0.000017072705,0.000057044632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118881,0.00009901213,0.00016947853,0.00011651363,0.00074300286,0.000023190216,0.00045642583,0.000103666185,0.0004602592],"category_scores_gemma":[0.000093352915,0.0000813625,0.00005860939,0.00039925266,0.00050074403,0.00007219057,0.00020208459,0.00043933172,0.000010906187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047990071,0.00070233375,0.7737839,0.000011299983,0.000046449786,0.000021069789,0.025670864,0.000013365485,0.000732316,0.10160183,0.019136824,0.07779982],"study_design_scores_gemma":[0.0023498966,0.0005222977,0.54611135,0.000020593443,0.000045045315,0.000027464086,0.06887272,0.000068998226,0.00014920913,0.13872421,0.24275023,0.00035799353],"about_ca_topic_score_codex":0.00026720465,"about_ca_topic_score_gemma":0.00026809363,"teacher_disagreement_score":0.22767259,"about_ca_system_score_codex":0.00008385002,"about_ca_system_score_gemma":0.000097823984,"threshold_uncertainty_score":0.57146525},"labels":[],"label_agreement":null},{"id":"W4306398592","doi":"10.24869/psyd.2022.535","title":"THE INCIDENCE OF ALCOHOL USE DISORDERS DURING THE COVID-19 PANDEMIC","year":2022,"lang":"en","type":"review","venue":"Psychiatria Danubina","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Pandemic; Mental health; Scopus; Medicine; MEDLINE; Suicide prevention; Occupational safety and health; Poison control; Public health; Environmental health; Psychiatry; Psychological intervention; Coronavirus disease 2019 (COVID-19); Computer security; Nursing; Political science; Disease","score_opus":0.20059633208056024,"score_gpt":0.4797409255677499,"score_spread":0.2791445934871897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306398592","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050747034,0.98816663,0.000016072852,0.00097137626,0.0056618345,0.0030078185,0.00029970266,0.000115521005,0.0012535836],"genre_scores_gemma":[0.00038265524,0.99338555,0.000014907937,0.0008821096,0.0003621967,0.0010394976,0.0000738272,0.00010036468,0.003758891],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942757,0.002033392,0.0013892605,0.000883705,0.00060380157,0.00081412465],"domain_scores_gemma":[0.9915723,0.0047444664,0.0012749583,0.0021002907,0.000019606076,0.00028834736],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024745795,0.0005801053,0.0011986289,0.0002411049,0.0015004575,0.00006589647,0.0019541064,0.00028064824,0.0010737804],"category_scores_gemma":[0.00054250174,0.0003431429,0.0009439982,0.0010308273,0.00035917928,0.00008375191,0.0005080552,0.0014009685,0.00014476322],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006211276,0.0004322492,0.02232986,0.020644404,0.0007049628,0.000021229958,0.003453411,0.000005308664,2.723893e-7,0.009373973,0.024108713,0.9183045],"study_design_scores_gemma":[0.00090696116,0.00013348687,0.0008660841,0.00029592376,0.0004848322,0.00012820226,0.0006819262,5.290265e-7,8.07974e-9,0.0007327952,0.99542046,0.00034878444],"about_ca_topic_score_codex":0.005385487,"about_ca_topic_score_gemma":0.0034342466,"teacher_disagreement_score":0.97131175,"about_ca_system_score_codex":0.0011695191,"about_ca_system_score_gemma":0.002127788,"threshold_uncertainty_score":0.99990207},"labels":[],"label_agreement":null},{"id":"W4306399160","doi":"10.24869/psyd.2022.497","title":"THE EFFECTIVENESS OF FAMILY CONSTELLATION THERAPY IN REDUCING PSYCHOPATHOLOGICAL SYMPTOMS IN A NATURALISTIC SETTING","year":2022,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Waypoint Centre for Mental Health Care","funders":"","keywords":"Psychopathology; Psychology; Psychotherapist; Constellation; Clinical psychology; Medicine","score_opus":0.015296799092600507,"score_gpt":0.3047379084333952,"score_spread":0.2894411093407947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306399160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98561394,0.0058719763,0.00012589576,0.00015392297,0.004005389,0.00096310826,0.000024336048,0.000047276997,0.0031941638],"genre_scores_gemma":[0.99905854,0.0003377049,0.0001294442,0.00015631538,0.00009791733,0.000126161,0.00002446998,0.00003195897,0.000037464833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952691,0.002739665,0.00069557904,0.0005300139,0.0003145984,0.00045105166],"domain_scores_gemma":[0.9973661,0.0017398073,0.00028735082,0.00052330224,0.000046920846,0.00003656898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050389078,0.00022837603,0.00036756753,0.00029820175,0.00027547256,0.000028752112,0.00044129443,0.00012476859,0.000046962512],"category_scores_gemma":[0.00006730315,0.00018731572,0.00014280554,0.00094735634,0.00013995517,0.000046646644,0.00005321778,0.0007509311,0.000004997636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02585281,0.0020445185,0.7691275,0.00011342724,0.00021353089,0.000100350335,0.041710243,0.012798347,0.012563237,0.043938342,0.0008630079,0.090674676],"study_design_scores_gemma":[0.00941067,0.0011045408,0.94927466,0.00010056564,0.000021086242,0.000059511985,0.017425932,0.0019935672,0.0000030691765,0.018517826,0.0016121942,0.00047639766],"about_ca_topic_score_codex":0.000314359,"about_ca_topic_score_gemma":0.000043598855,"teacher_disagreement_score":0.18014713,"about_ca_system_score_codex":0.00015797275,"about_ca_system_score_gemma":0.000072073635,"threshold_uncertainty_score":0.76385134},"labels":[],"label_agreement":null},{"id":"W4306402727","doi":"10.24869/psyd.2022.587","title":"THE CHALLENGES OF CAREGIVERS OF CHILDREN WITH AUTISM SPECTRUM DISORDERS COMORBIDITY DURING THE COVID-19 PANDEMIC IN SERBIA","year":2022,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Pandemic; Autism; Autism spectrum disorder; Comorbidity; Population; Psychiatry; Medicine; Coronavirus disease 2019 (COVID-19); Outbreak; Clinical psychology; Psychology; Environmental health; Disease","score_opus":0.03158171894780181,"score_gpt":0.2904374620699074,"score_spread":0.2588557431221056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306402727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92859346,0.0018259543,0.000011490359,0.06707749,0.00022843841,0.0010635576,0.00009171276,0.000055861277,0.0010520477],"genre_scores_gemma":[0.99682987,0.0028564243,0.000008107906,0.000069561545,0.000018903376,0.000095132935,0.000002015088,0.000033298245,0.00008671366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99652827,0.000985897,0.0003938791,0.0005669513,0.0009328842,0.0005921],"domain_scores_gemma":[0.99814934,0.0005177769,0.00033230992,0.0008946079,0.0000031754848,0.000102819846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009940201,0.00021682696,0.00028997066,0.00021468381,0.000977731,0.000023627646,0.0015122474,0.000043364686,0.000088080094],"category_scores_gemma":[0.00014346767,0.00014498435,0.00011808953,0.0010311448,0.00067512156,0.00009429328,0.0005290621,0.00077143154,0.0000035209403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013498435,0.00048161374,0.739154,0.00012714733,0.000061889295,0.000010169318,0.008874682,0.0024229907,0.0009088235,0.24596435,0.00019303864,0.00045145687],"study_design_scores_gemma":[0.006046055,0.0009036204,0.9046621,0.000017575132,0.000038292663,0.00015858359,0.0050441325,0.00019608719,0.0007983093,0.07981974,0.0018642765,0.00045126324],"about_ca_topic_score_codex":0.0027682541,"about_ca_topic_score_gemma":0.011714442,"teacher_disagreement_score":0.16614461,"about_ca_system_score_codex":0.00024033182,"about_ca_system_score_gemma":0.00034687793,"threshold_uncertainty_score":0.75200146},"labels":[],"label_agreement":null},{"id":"W4312195017","doi":"10.24869/psyd.2022.653","title":"RELATIONSHIP BETWEEN CHILDHOOD PHYSICAL ABUSE, NEGLECT AND ALEXITHYMIA AND MOBILE PHONE ADDICTION IN ADOLESCENTS","year":2022,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Neglect; Addiction; Psychology; Physical abuse; Clinical psychology; Psychiatry; Psychological abuse; Childhood abuse; Poison control; Human factors and ergonomics; Child abuse; Medicine; Medical emergency","score_opus":0.013688777157059042,"score_gpt":0.29299822148519505,"score_spread":0.27930944432813604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312195017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99653304,0.0006663566,0.000009268698,0.00091433886,0.00039574195,0.0006297537,0.000032420485,0.00016106552,0.0006580397],"genre_scores_gemma":[0.9992289,0.00005716858,0.00010659953,0.00009842797,0.00027593423,0.000067384724,0.000013001421,0.000021102176,0.00013148527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819684,0.0003937854,0.00023275046,0.00038208315,0.0003908439,0.0004037011],"domain_scores_gemma":[0.99944174,0.00007185155,0.00013156622,0.00020755095,0.000013950664,0.00013335938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052373286,0.00015482181,0.00022617307,0.00027389967,0.0011175987,0.0000559931,0.00024189983,0.00012050358,0.00002306086],"category_scores_gemma":[0.000118098855,0.00018100248,0.00004799517,0.00078119186,0.00024140831,0.0002121051,0.000115596835,0.0006838073,0.00001522894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047573743,0.0002742758,0.9870011,0.000011566419,0.0000086072305,0.0000015480391,0.00813692,0.0000036077163,0.000012632426,0.00040124412,0.00083865895,0.0032622342],"study_design_scores_gemma":[0.0017699031,0.00017758603,0.9897765,0.000055113796,0.00002904746,0.0000031948273,0.002477126,0.00001290582,0.0000066641674,0.004342737,0.0011655298,0.00018370427],"about_ca_topic_score_codex":0.0005252091,"about_ca_topic_score_gemma":0.0003107371,"teacher_disagreement_score":0.0056597935,"about_ca_system_score_codex":0.00018235626,"about_ca_system_score_gemma":0.00009107159,"threshold_uncertainty_score":0.85957783},"labels":[],"label_agreement":null},{"id":"W4312196516","doi":"10.24869/psyd.2022.635","title":"FORENSIC-CORRECTIONAL PSYCHIATRIC SERVICES IN ABU DHABI: LESSONS FROM A DESCRIPTIVE ANALYIS OF THE ATTRIBUTES OF A SAMPLE OF SERVICE USERS","year":2022,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Mental health; Psychiatry; Prison; Abu dhabi; Medicine; Forensic science; Descriptive statistics; Criminal justice; Family medicine; Psychology; Criminology","score_opus":0.03299919050002507,"score_gpt":0.2962549982786855,"score_spread":0.2632558077786604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312196516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9122347,0.0020727552,0.00020287918,0.0026403137,0.075890504,0.0009414797,0.0041335016,0.000055025128,0.0018288365],"genre_scores_gemma":[0.9950799,0.00001694791,0.0032722524,0.0005204485,0.00058718526,0.00016105366,0.00019989818,0.000089851885,0.00007251377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943287,0.00095138745,0.0018655413,0.0010264352,0.0010772141,0.0007507241],"domain_scores_gemma":[0.99509966,0.0007816225,0.0020367112,0.0016443854,0.0002934301,0.00014416753],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010639651,0.0005465826,0.0011420718,0.0009854804,0.00030776332,0.000017329987,0.0017767135,0.00021772363,0.0010248843],"category_scores_gemma":[0.00007994391,0.0005074897,0.00062534056,0.0049678986,0.0002606375,0.00018794753,0.00046305844,0.00082828605,0.000014434097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033843657,0.0024989366,0.9134556,0.0002680359,0.00088844856,0.000003333432,0.023729805,0.001000338,0.0014974569,0.011202666,0.040566545,0.0015044389],"study_design_scores_gemma":[0.008578551,0.0011878123,0.88864654,0.0002071976,0.00066429464,0.000048665195,0.06488143,0.00061741256,0.00043899185,0.029662644,0.004203306,0.0008631607],"about_ca_topic_score_codex":0.028891644,"about_ca_topic_score_gemma":0.013290399,"teacher_disagreement_score":0.082845144,"about_ca_system_score_codex":0.0002261436,"about_ca_system_score_gemma":0.00032256433,"threshold_uncertainty_score":0.9998883},"labels":[],"label_agreement":null},{"id":"W4387876062","doi":"10.24869/psyd.2023.440","title":"AUTISM SPECTRUM DISORDER AND SPECIFIC PHOBIA. TREATMENT WITH EYE MOVEMENT DESENSITIZATION AND REPROCESSING: REPORT OF TWO CASES","year":2023,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Desensitization (medicine); Autism spectrum disorder; Eye movement desensitization and reprocessing; Psychology; Autism; Psychiatry; Clinical psychology; Psychotherapist; Audiology; Medicine","score_opus":0.034247607176622716,"score_gpt":0.31971060562397025,"score_spread":0.2854629984473475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387876062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987053,0.00064799975,0.0003557165,0.009632136,0.00016426,0.0007263465,0.000026531265,0.00016735116,0.0012267048],"genre_scores_gemma":[0.996535,0.0015467374,0.00045087404,0.000041534626,0.000047639216,0.000040206352,0.000018310295,0.000048341994,0.0012713536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976036,0.00011539867,0.0004018532,0.00092325755,0.00049326767,0.00046259986],"domain_scores_gemma":[0.9989381,0.00013408468,0.00023203238,0.000551967,0.000010712278,0.00013311658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002842741,0.00025712245,0.00031277203,0.00033273554,0.00030589697,0.000105053085,0.0001151046,0.0000478203,0.000034016797],"category_scores_gemma":[0.000060294777,0.00021002369,0.000042568437,0.0010953785,0.0002849714,0.00018487466,0.000112079375,0.00011160043,0.000017090053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018107041,0.0018977816,0.7159502,0.00051157526,0.00014186227,0.0055749775,0.005093755,0.00033147272,0.09359723,0.15212587,0.0008624664,0.022102121],"study_design_scores_gemma":[0.02418117,0.008558063,0.5610964,0.00041316115,0.00030973225,0.0038261851,0.0023662418,0.007767778,0.15460683,0.22198443,0.012372784,0.0025172574],"about_ca_topic_score_codex":0.00040018046,"about_ca_topic_score_gemma":0.00031177793,"teacher_disagreement_score":0.15485382,"about_ca_system_score_codex":0.00006627881,"about_ca_system_score_gemma":0.000112325186,"threshold_uncertainty_score":0.85645175},"labels":[],"label_agreement":null}]}