{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"9c2c6e0b2c5c","filters":{"venue":"Industrial Psychiatry Journal"}},"results":[{"id":"W2784136316","doi":"10.4103/ipj.ipj_38_15","title":"Child sexual abuse and the development of psychiatric disorders: a neurobiological trajectory of pathogenesis","year":2017,"lang":"en","type":"review","venue":"Industrial Psychiatry Journal","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Neurochemical; Psychology; Prefrontal cortex; Neuroscience; Psychopathology; Corpus callosum; Neurocognitive; Hippocampus; Medicine; Psychiatry; Cognition","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1345098653978427,"gpt":0.3594650596275724,"spread":0.2249551942297296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001839461,0.000691479,0.002631537,0.0004644359,0.0006657315,0.00008363208,0.001290456,0.001119037,0.0003451797],"category_scores_gemma":[0.0000998256,0.0003999276,0.0009839324,0.0003292608,0.0006195002,0.0000779499,0.0001036035,0.002468297,0.00002223953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002889222,"about_ca_system_score_gemma":0.0009473028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001623653,"about_ca_topic_score_gemma":0.00007961666,"domain_scores_codex":[0.9946765,0.001270705,0.002559352,0.0006037392,0.0003829843,0.0005067526],"domain_scores_gemma":[0.9948906,0.0004140888,0.003533708,0.0008939293,0.00006470638,0.0002029602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005484382,0.0005928332,0.0009343405,0.0006720734,0.001347452,0.000005392919,0.00116107,3.720035e-7,7.156518e-8,0.000428357,0.001825785,0.9924838],"study_design_scores_gemma":[0.009235867,0.0004796502,0.00221032,0.003646083,0.002367817,0.001193197,0.0005705318,1.423331e-7,8.966855e-8,0.0002055482,0.9794827,0.0006081099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008107619,0.9789156,0.00001331807,0.000183879,0.008723383,0.001103482,0.00009556643,0.00001911292,0.002838081],"genre_scores_gemma":[0.001145512,0.9940109,0.0003394465,0.00003250273,0.004200607,0.00004761525,0.00001936925,0.00007965582,0.0001243984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9918757,"threshold_uncertainty_score":0.9998453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008209544","doi":"10.4103/0972-6748.110938","title":"Women and mental health: Psychosocial perspective","year":2012,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychosocial; Perspective (graphical); Mental health; Psychology; Psychotherapist; Computer science; Artificial intelligence","authors":[{"name":"Kalpana Srivastava","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06148876001581032,"gpt":0.3726211127418908,"spread":0.3111323527260805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002167395,0.0001308878,0.000198175,0.00009750748,0.001898357,0.0001776304,0.0001896354,0.0001818984,0.0004872203],"category_scores_gemma":[0.0000874034,0.00012362,0.00007207499,0.000223624,0.0002631715,0.0005192609,0.00002768383,0.0006838605,0.00004910857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005936581,"about_ca_system_score_gemma":0.0007952228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004107147,"about_ca_topic_score_gemma":0.00003022732,"domain_scores_codex":[0.9978442,0.0004010991,0.000297147,0.0001478399,0.0004402725,0.0008694482],"domain_scores_gemma":[0.9988958,0.0000292887,0.0002089437,0.00007370354,0.00007472374,0.0007175196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003226785,0.0004206635,0.2112354,0.000004622454,0.0001171594,0.000001115933,0.182935,4.384764e-7,0.00001472865,0.2241025,0.3560854,0.02476032],"study_design_scores_gemma":[0.004092692,0.0004782329,0.05119662,0.0001160044,0.00001583325,0.0001252141,0.3472728,0.000002278508,0.000002194471,0.03426288,0.561846,0.0005892788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6212204,0.007317566,0.00008666935,0.05352299,0.04793266,0.0007427425,0.00004764047,0.0001227019,0.2690067],"genre_scores_gemma":[0.9787812,0.000720184,0.0003721206,0.001315941,0.01837018,0.000006865747,0.000001016245,0.00001543804,0.000417069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3575608,"threshold_uncertainty_score":0.999401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949139662","doi":"10.4103/ipj.ipj_69_18","title":"Evaluation of treatment of psychiatric morbidity among limb amputees","year":2018,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychiatry; Depression (economics); Rehabilitation; Phantom pain; Anxiety; Phantom limb; McGill Pain Questionnaire; Amputation; Medicine; Physical therapy; Psychology; Visual analogue scale","authors":[{"name":"Sojan Baby","is_ca":false},{"name":"Suprakash Chaudhury","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06088604373234235,"gpt":0.2979190289607453,"spread":0.2370329852284029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008582124,0.0001339044,0.0002286933,0.0002145018,0.00007441511,0.0000197409,0.0001254978,0.0001752311,0.0001286441],"category_scores_gemma":[0.00006147082,0.0001099703,0.0001664877,0.0002920332,0.0001212598,0.00008599462,0.000007146009,0.0001630339,0.000005359746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147958,"about_ca_system_score_gemma":0.0003549962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001657771,"about_ca_topic_score_gemma":0.00002939608,"domain_scores_codex":[0.9985288,0.0001229524,0.000598319,0.0000976238,0.0004925039,0.0001598008],"domain_scores_gemma":[0.998924,0.00003535302,0.0002455287,0.0001931906,0.0005091817,0.00009276365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002861953,0.001898736,0.4231365,0.00009223683,0.001327625,0.000001027598,0.001915965,0.3370655,0.00237104,0.001520317,0.02156171,0.2088232],"study_design_scores_gemma":[0.03738526,0.03191148,0.4711643,0.0007106806,0.004294778,0.0002120645,0.001883502,0.3637904,0.01423188,0.06180248,0.01070539,0.001907795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880944,0.0007501087,0.001051456,0.000157833,0.008221833,0.0002430405,0.00001214682,0.00002419542,0.001445001],"genre_scores_gemma":[0.9944061,0.0001100082,0.002996993,0.000002826809,0.002449246,0.000003426648,0.000001861764,0.00001809808,0.00001144362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2069154,"threshold_uncertainty_score":0.4484458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897380356","doi":"10.4103/ipj.ipj_72_17","title":"Somatosensory amplification, health anxiety, and alexithymia in generalized anxiety disorder","year":2018,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Generalized anxiety disorder; Anxiety; Psychiatry; Hamilton Anxiety Rating Scale; Medicine; Clinical psychology; Outpatient clinic; Psychology; Internal medicine","authors":[{"name":"Sandeep Grover","is_ca":false},{"name":"Vijaya Kumar","is_ca":false},{"name":"Ajit Avasthi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03642143180257575,"gpt":0.3118192967576007,"spread":0.275397864955025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004956053,0.0002494124,0.0004455477,0.000218153,0.0003021614,0.00008319117,0.0001206567,0.0002170933,0.0002911963],"category_scores_gemma":[0.00004557688,0.000200753,0.0001119439,0.0003533387,0.0001532916,0.0001450964,0.00002551369,0.0005249387,0.00003878375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009652979,"about_ca_system_score_gemma":0.0005580365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001481504,"about_ca_topic_score_gemma":0.0001246777,"domain_scores_codex":[0.9980122,0.0001523056,0.0007322004,0.0003320297,0.0003181006,0.0004532031],"domain_scores_gemma":[0.9988461,0.0000153865,0.0003393497,0.0003159826,0.0000807554,0.0004024608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003945281,0.0006629713,0.9430978,0.00002432881,0.0001274257,0.000003150507,0.0004969295,8.236879e-7,0.00003999154,0.0008605547,0.03178595,0.02250552],"study_design_scores_gemma":[0.04559528,0.001523763,0.8196238,0.001869071,0.000117371,0.003441585,0.002278971,0.0002793257,0.00003788705,0.02034567,0.1042608,0.0006264183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759952,0.001963305,0.0001920137,0.0169043,0.001909861,0.0005585687,0.00001307836,0.0000389288,0.002424755],"genre_scores_gemma":[0.9841998,0.00331359,0.004657955,0.003237826,0.003899265,0.00002279798,0.00003818025,0.00006776021,0.0005628091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123474,"threshold_uncertainty_score":0.8186471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382932002","doi":"10.4103/ipj.ipj_156_22","title":"Antenatal depression and anxiety in Indian women: A systematic review","year":2023,"lang":"en","type":"review","venue":"Industrial Psychiatry Journal","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Anxiety; Medicine; Mental health; Depression (economics); Psychiatry; Antenatal depression; Referral; Pregnancy; Postpartum depression; Family medicine; Depressive symptoms","authors":[{"name":"Swapnajeet Sahoo","is_ca":false},{"name":"Gursahiba Gill","is_ca":false},{"name":"Pooja Sikka","is_ca":false},{"name":"Ritu Nehra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07226114549744483,"gpt":0.3720040944692902,"spread":0.2997429489718453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001993029,0.0004860952,0.003456036,0.0005047656,0.000145512,0.00007161163,0.0002440526,0.0006648164,0.00008256101],"category_scores_gemma":[0.0003149211,0.0003237741,0.000367035,0.0005644561,0.00003820774,0.0001133168,0.00009907943,0.002890078,0.00009544288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000363444,"about_ca_system_score_gemma":0.001074275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204125,"about_ca_topic_score_gemma":0.000005468935,"domain_scores_codex":[0.9956694,0.0006111156,0.00220169,0.0003990165,0.0004914265,0.0006274155],"domain_scores_gemma":[0.9976533,0.0001150223,0.001195394,0.0003677292,0.00003361429,0.0006349517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007569993,0.00006923915,0.0006068565,0.9687421,0.0001499662,0.0007481136,0.00006135902,1.034242e-8,4.60268e-9,0.000003521282,0.0006501699,0.02889292],"study_design_scores_gemma":[0.001278333,0.0001954429,0.00002677672,0.9499082,0.0009277563,0.02378329,0.00006262302,2.287126e-7,3.522725e-8,0.00003838156,0.02352658,0.0002523244],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003528981,0.9924746,2.056065e-7,0.0003491635,0.003321156,0.003347909,0.00004757071,0.00003975479,0.00006671272],"genre_scores_gemma":[0.0000219318,0.9972449,0.00002117471,0.0004361732,0.001523452,0.0002620972,0.00002528542,0.00007660823,0.0003883766],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02864059,"threshold_uncertainty_score":0.9999214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965457139","doi":"10.4103/0972-6748.144953","title":"Efficacy of amisulpride and olanzapine for negative symptoms and cognitive impairments: An open-label clinical study","year":2014,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Amisulpride; Olanzapine; Scale for the Assessment of Negative Symptoms; Brief Psychiatric Rating Scale; Schizophrenia (object-oriented programming); Psychology; Atypical antipsychotic; Positive and Negative Syndrome Scale; Psychiatry; Rating scale; Internal medicine; Antipsychotic; Medicine; Clinical psychology; Psychosis","authors":[{"name":"Suprakash Chaudhury","is_ca":false},{"name":"Subodh Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.139487489422831,"gpt":0.4533042907436141,"spread":0.3138168013207832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001721991,0.0002000953,0.0006110047,0.0001347278,0.0002172336,0.0001263232,0.0001579936,0.0001545809,0.00003167499],"category_scores_gemma":[0.001464814,0.000130526,0.00005443684,0.0001466402,0.0001835365,0.0002058892,0.0001090629,0.000661051,0.000001732832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002830234,"about_ca_system_score_gemma":0.0005963684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004485296,"about_ca_topic_score_gemma":0.00003931622,"domain_scores_codex":[0.9978814,0.0004293128,0.0007078722,0.0003561539,0.0003254854,0.0002997439],"domain_scores_gemma":[0.9978063,0.0007218269,0.0003379291,0.0001822748,0.0002630648,0.0006886749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1317234,0.01193857,0.5831949,0.00001869923,0.001827666,0.00002403224,0.0002812749,2.737202e-7,0.00003407669,0.0001429812,0.001018398,0.2697957],"study_design_scores_gemma":[0.4171939,0.09031685,0.4857917,0.0005077667,0.00120542,0.0005144309,0.001576534,0.0001709956,0.00006612489,0.002312916,0.00011244,0.0002308993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952148,0.0001479444,0.0000975353,0.001387905,0.0006081395,0.002412316,0.00004501453,0.00001093473,0.00007542328],"genre_scores_gemma":[0.9951023,0.00004564864,0.002592046,0.0001398017,0.0019928,0.00003292444,0.00001494315,0.00002465473,0.00005492397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2854705,"threshold_uncertainty_score":0.5322696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994916592","doi":"10.4103/ipj.ipj_31_19","title":"Correlates of worry and functional somatic symptoms in generalized anxiety disorder","year":2019,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Worry; Alexithymia; Toronto Alexithymia Scale; Generalized anxiety disorder; Anxiety; Clinical psychology; Psychology; Somatization; Psychiatry; Medicine","authors":[{"name":"Sandeep Grover","is_ca":false},{"name":"Vijaya Kumar","is_ca":false},{"name":"Ajit Avasthi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01652524845193945,"gpt":0.2497943878161186,"spread":0.2332691393641792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000218567,0.0001710839,0.0004091,0.0001931721,0.00004953357,0.00002461333,0.00005948406,0.0001930053,0.0008911513],"category_scores_gemma":[0.00002948568,0.0001288898,0.0001286447,0.0002284438,0.00004784669,0.0001176038,0.00001878802,0.0004436084,0.00002587849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000356191,"about_ca_system_score_gemma":0.0002106097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002330164,"about_ca_topic_score_gemma":0.000008057764,"domain_scores_codex":[0.9986923,0.00006346781,0.0005607075,0.0001748765,0.0002858226,0.0002228262],"domain_scores_gemma":[0.9993565,0.0000391077,0.0002546448,0.000171005,0.00004075499,0.0001379526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006721597,0.0005686458,0.9926438,0.00003563385,0.0002360605,0.000003035263,0.0001157221,0.00003571069,0.00007322236,0.0004624698,0.001366839,0.003786695],"study_design_scores_gemma":[0.044574,0.0009353723,0.9371652,0.001741251,0.0002120573,0.0008881518,0.0009287701,0.0009729368,0.0000145479,0.0111902,0.001104478,0.0002730426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929215,0.001431024,0.00003606655,0.0009111828,0.002589081,0.0003804002,0.000005203767,0.00001131688,0.001714268],"genre_scores_gemma":[0.9984871,0.000201889,0.0002953341,0.0001237914,0.000361102,0.00000588086,0.0000129176,0.0000203207,0.0004916826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05547861,"threshold_uncertainty_score":0.9757481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097515409","doi":"10.4103/ipj.ipj_5_20","title":"Sexual dysfunction in alcohol-dependent men and its correlation with marital satisfaction in spouses: A hospital-based cross-sectional study","year":2020,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Sexual dysfunction; Sexual arousal; Alcohol dependence; Psychology; Marital status; Cross-sectional study; Sexual function; Clinical psychology; Arousal; Alcohol; Psychiatry; Medicine; Sexual behavior; Population; Social psychology","authors":[{"name":"Pinki Tak","is_ca":false},{"name":"Jitendra Rohilla","is_ca":true},{"name":"Guarav Dhanda","is_ca":true},{"name":"Mahendra Kumar Jain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06713889981135142,"gpt":0.3134668549777957,"spread":0.2463279551664443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005605171,0.0002606579,0.0003681366,0.0003935583,0.0002249392,0.0001489665,0.00004502429,0.000257315,0.0003183127],"category_scores_gemma":[0.0002430809,0.0002208851,0.0000479962,0.0006057799,0.00004322106,0.0004287188,0.00002027823,0.001359961,0.00002747291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224556,"about_ca_system_score_gemma":0.0004700904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000314056,"about_ca_topic_score_gemma":0.000291543,"domain_scores_codex":[0.9976426,0.0001557742,0.0007704194,0.0004643864,0.0006997708,0.0002670836],"domain_scores_gemma":[0.9990898,0.00007595553,0.0002920908,0.0000983171,0.0001860557,0.000257717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009242713,0.0005578215,0.9830969,0.00001511751,0.0001259686,0.00006796973,0.0004378555,0.003930336,0.00003972915,0.000006581479,0.000842875,0.001636154],"study_design_scores_gemma":[0.03167722,0.005934604,0.9548686,0.00004859235,0.00007791498,0.0002579077,0.004717194,0.002102195,0.000004826753,0.00001506959,0.00008004683,0.000215824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924911,0.0001244684,0.0003324563,0.002390675,0.003129413,0.0009747443,0.000009632164,0.0000601469,0.000487338],"genre_scores_gemma":[0.9973574,0.00000863464,0.00007164363,0.0004384785,0.00190813,0.000021887,0.00001772901,0.00002473984,0.0001513673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02822827,"threshold_uncertainty_score":0.9007434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310334254","doi":"10.4103/ipj.ipj_155_21","title":"Comparison of cognition and alexithymia in patients of schizophrenia with and without comorbid alcohol use","year":2022,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Schizophrenia (object-oriented programming); Cognition; Alcohol; Clinical psychology; Psychology; Psychiatry","authors":[{"name":"D. Abhijeet Faye","is_ca":false},{"name":"Rahul Tadke","is_ca":false},{"name":"Sushil Gawande","is_ca":false},{"name":"H. Sudhir Bhave","is_ca":false},{"name":"Vivek Chintaman Kirpekar","is_ca":false},{"name":"Anirban Chatterjee","is_ca":false},{"name":"Yashika L Nathani","is_ca":false},{"name":"Deepika Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.076764662960981,"gpt":0.3414782187209777,"spread":0.2647135557599967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002658511,0.0001250225,0.0004070144,0.0002958784,0.0001199553,0.00002200632,0.0000541493,0.00006416081,0.00007823714],"category_scores_gemma":[0.0000574059,0.00009703928,0.00003915848,0.0002434551,0.0001246374,0.0001111994,0.00005364139,0.0007760517,3.140791e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004927972,"about_ca_system_score_gemma":0.000396145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006885802,"about_ca_topic_score_gemma":0.0000741294,"domain_scores_codex":[0.9985126,0.0001535386,0.0004464188,0.0001558271,0.0005519075,0.0001797716],"domain_scores_gemma":[0.999247,0.00004445715,0.0003091004,0.0001114026,0.00009521268,0.0001928273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05311616,0.0009919205,0.9404309,0.00001926134,0.0001718204,0.000008090503,0.0001019876,0.00001104237,0.00006547541,0.00006009385,0.000384676,0.004638602],"study_design_scores_gemma":[0.05387527,0.005547295,0.9387954,0.0003236097,0.0001554475,0.0002160725,0.0004524476,0.00004909872,0.0002343798,0.0002283668,0.00003377415,0.00008881248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984587,0.0002967825,0.000002776076,0.0004790289,0.0002064799,0.0004485078,0.00005400441,0.000004581807,0.00004917898],"genre_scores_gemma":[0.9981437,0.00002570783,0.001626821,0.00002053589,0.0001227061,0.000009351009,0.00002643519,0.00001373901,0.00001095807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004555374,"threshold_uncertainty_score":0.3957147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027113836","doi":"10.4103/0972-6748.123635","title":"Current social functioning in adult-onset schizophrenia and its relation with positive symptoms","year":2013,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Schizophrenia (object-oriented programming); Social functioning; Relation (database); Psychology; Clinical psychology; Psychiatry; Computer science","authors":[{"name":"Partha Sarathi Kundu","is_ca":false},{"name":"Vinod Kumar Sinha","is_ca":false},{"name":"Sarita E Paul","is_ca":false},{"name":"Pushpal Desarkar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0266350966368476,"gpt":0.2897047501155113,"spread":0.2630696534786637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001686895,0.0001707866,0.0002277779,0.0003116205,0.0002462749,0.0001107099,0.00004746072,0.0001510376,0.0004084299],"category_scores_gemma":[0.00007722562,0.000123761,0.00005804767,0.0003082194,0.00004715418,0.0002485339,0.00001910087,0.001116023,0.00009274062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416537,"about_ca_system_score_gemma":0.0005768336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003858523,"about_ca_topic_score_gemma":0.0000696261,"domain_scores_codex":[0.9986677,0.0001169343,0.000299066,0.0002132165,0.0003851888,0.0003179504],"domain_scores_gemma":[0.9992796,0.00003589428,0.0001490366,0.00007232035,0.0001596022,0.0003035003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01864409,0.0005134207,0.8607482,0.00001546454,0.0003308566,0.00005768998,0.0002075999,0.000006586279,0.000054066,0.00214564,0.006381599,0.1108948],"study_design_scores_gemma":[0.02726664,0.001239275,0.9679576,0.0006075898,0.0001142501,0.001069668,0.0002456641,0.0001653791,0.00002781571,0.001058368,0.00007886074,0.0001689139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912079,0.0005920799,0.0000251809,0.006373713,0.0006194037,0.0005587572,0.000006321673,0.00002472849,0.0005919412],"genre_scores_gemma":[0.9972456,0.00005165662,0.0005149419,0.00004586224,0.001925832,0.00002753649,0.00001393455,0.00002949917,0.0001451317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1107259,"threshold_uncertainty_score":0.5046829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108707824","doi":"10.4103/0972-6748.144951","title":"Clozapine response and pre-treatment EEG-is there some kind of relationship","year":2014,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Clozapine; Electroencephalography; Medicine; Psychology; Neuroscience; Anesthesia; Schizophrenia (object-oriented programming); Psychiatry","authors":[{"name":"AvinashDe Sousa","is_ca":false},{"name":"Amresh Shrivastava","is_ca":true},{"name":"Megan Johnston","is_ca":true},{"name":"Nilesh Shah","is_ca":false},{"name":"Larry Stitt","is_ca":true},{"name":"Shivanshu Shrivastava","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05812670155827257,"gpt":0.334724145869127,"spread":0.2765974443108544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008193261,0.0001827861,0.000341608,0.0002303326,0.0001862181,0.00004345262,0.00008004744,0.0002154469,0.0002425519],"category_scores_gemma":[0.0004019793,0.0001240414,0.0001547498,0.0001650698,0.00009732264,0.0001105863,0.00002242004,0.0005364695,0.00002177297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001277904,"about_ca_system_score_gemma":0.0008535001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004382265,"about_ca_topic_score_gemma":0.00001616403,"domain_scores_codex":[0.9982937,0.0003644867,0.000440564,0.0002029981,0.0004233746,0.0002748902],"domain_scores_gemma":[0.9986576,0.0003109085,0.0002180232,0.000290121,0.00008969357,0.0004336675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08871538,0.0008631504,0.8434503,0.0000212779,0.0005859377,0.00004617319,0.0002614863,0.000005784681,0.0004359874,0.002150192,0.007389865,0.05607448],"study_design_scores_gemma":[0.03228113,0.007669791,0.9360825,0.000328023,0.0003019013,0.0008751976,0.0001331791,0.00003605493,0.0007849273,0.01059705,0.01075735,0.0001529137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760973,0.002787065,0.00001867137,0.01991883,0.000623213,0.0003608348,0.00002023085,0.00001578086,0.0001580883],"genre_scores_gemma":[0.9952943,0.0003603004,0.001688326,0.0001032972,0.001712421,0.000008860639,0.000005971879,0.00002140088,0.0008051446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09263219,"threshold_uncertainty_score":0.5058262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391944058","doi":"10.4103/ipj.ipj_167_23","title":"Violence against women during pregnancy and its dimensions in COVID-19 pandemic: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Industrial Psychiatry Journal","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Meta-analysis; 2019-20 coronavirus outbreak; Pregnancy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Biology; Internal medicine","authors":[{"name":"Soodabeh Aghababaei","is_ca":false},{"name":"Seyedeh Zahra Masoumi","is_ca":false},{"name":"Reza Tahmasebi","is_ca":false},{"name":"Ensiyeh Jenabi","is_ca":false},{"name":"Zahra Toosi","is_ca":false},{"name":"Samereh Ghelichkhani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2344179100504931,"gpt":0.4360200720307751,"spread":0.201602161980282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002932592,0.0008072243,0.009207125,0.001781879,0.0002084594,0.0001985658,0.0002414427,0.000634304,0.000157354],"category_scores_gemma":[0.003661639,0.0005075997,0.001831172,0.002596269,0.0000620529,0.0002276339,0.0001669144,0.003096004,0.00001886208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233177,"about_ca_system_score_gemma":0.002894562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001551048,"about_ca_topic_score_gemma":0.00001517496,"domain_scores_codex":[0.9937041,0.001232387,0.002825009,0.001012634,0.0006500355,0.0005758121],"domain_scores_gemma":[0.9961616,0.0002883168,0.001573025,0.0007848757,0.0001045607,0.001087597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002772157,0.00008980999,0.0001628173,0.9159612,0.07795705,0.0002529972,0.0001150037,0.0000032146,3.254654e-7,0.000006880604,0.000163353,0.005259601],"study_design_scores_gemma":[0.0006873091,0.00007591429,0.0000019786,0.4089555,0.5800779,0.005785293,0.00006239727,0.000002042357,1.30494e-8,0.00006548249,0.003969132,0.0003170779],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002779343,0.9910458,0.000003215617,0.003263321,0.000640592,0.004614959,0.00007798843,0.00006712091,0.000009063098],"genre_scores_gemma":[0.0001422933,0.9975596,0.00002558752,0.0008904973,0.0005710971,0.0004106069,0.00001494986,0.00007320468,0.0003121792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5070058,"threshold_uncertainty_score":0.9997376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310332700","doi":"10.4103/ipj.ipj_104_21","title":"Clinical correlates of regional gray matter volumes in schizophrenia","year":2022,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gray (unit); Schizophrenia (object-oriented programming); Psychology; Psychiatry; Medicine; Nuclear medicine","authors":[{"name":"B Shailaja","is_ca":false},{"name":"Archana Javadekar","is_ca":false},{"name":"Suprakash Chaudhury","is_ca":false},{"name":"Daniel Saldanha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06504529685097565,"gpt":0.3463445034036747,"spread":0.281299206552699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001258464,0.0001696577,0.0004921459,0.0004230841,0.0002073642,0.00002614809,0.0002342583,0.0001601068,0.003921749],"category_scores_gemma":[0.00011738,0.0001394091,0.0003720038,0.0004681384,0.000133941,0.00008342473,0.0001029468,0.002639058,0.00006963281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555821,"about_ca_system_score_gemma":0.001860646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005074382,"about_ca_topic_score_gemma":0.00003627203,"domain_scores_codex":[0.9970983,0.0004456389,0.001005723,0.000260522,0.0008160982,0.0003737768],"domain_scores_gemma":[0.9988216,0.0001485684,0.0003405249,0.0002614214,0.00007901216,0.0003488863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02504428,0.001039133,0.8830776,0.000005796266,0.0002031148,0.0001606725,0.00002866827,0.00002779149,0.000008752015,0.0003006874,0.07847995,0.01162361],"study_design_scores_gemma":[0.04215534,0.002885555,0.938814,0.0001985139,0.0001418364,0.003313401,0.0005510743,0.00008576822,0.000008671769,0.006726456,0.004921269,0.000198052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834498,0.001058341,0.000005278126,0.01154981,0.003214049,0.0003116937,0.00002189122,0.00001205659,0.000377045],"genre_scores_gemma":[0.9952712,0.0000792482,0.001758664,0.0003170577,0.002106525,0.00001999347,0.00002148855,0.00002585853,0.0003999723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07355868,"threshold_uncertainty_score":0.9996619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096589324","doi":"10.4103/ipj.ipj_40_18","title":"Auditory sensation with affective agnosia: A prevalence of alexithymia among tinnitus patients","year":2020,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Tinnitus; Anxiety; Toronto Alexithymia Scale; Depression (economics); Psychology; Clinical psychology; Hospital Anxiety and Depression Scale; Psychiatry; Medicine; Audiology","authors":[{"name":"Ajay Kumar Bakhla","is_ca":false},{"name":"Meenakshi Dayal","is_ca":false},{"name":"Rajni Bala","is_ca":false},{"name":"Ashit Toppo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04439821243025613,"gpt":0.2550123251576546,"spread":0.2106141127273985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003381788,0.0002756488,0.0003225198,0.0001455428,0.0002673195,0.00009941923,0.0004367655,0.0002666445,0.0001702319],"category_scores_gemma":[0.001505599,0.00024555,0.000115574,0.0006181931,0.0002773091,0.000348918,0.00009003161,0.001382184,0.00003878965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000979988,"about_ca_system_score_gemma":0.0006478924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001475308,"about_ca_topic_score_gemma":0.000007786771,"domain_scores_codex":[0.9969472,0.000506269,0.0006541752,0.0004870485,0.0009645258,0.0004407329],"domain_scores_gemma":[0.9980139,0.0001823912,0.000915824,0.0002551425,0.0002128567,0.0004199498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007632017,0.0003175773,0.9750432,0.00008926979,0.00003761028,0.0000263168,0.0009296344,0.0008951845,0.006626992,0.00004603722,0.01252832,0.002696601],"study_design_scores_gemma":[0.008761629,0.004409113,0.9510486,0.0009967033,0.0001814429,0.0001403944,0.0003515472,0.000487752,0.03099973,0.0002354107,0.00167916,0.0007085679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937829,0.00003338302,0.0003077559,0.0009839131,0.003173052,0.0005657721,0.00003433781,0.00005332087,0.001065528],"genre_scores_gemma":[0.9949035,0.00003377384,0.0006159626,0.000388762,0.003941509,0.000006616186,0.00000118915,0.00004470163,0.00006397476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02437274,"threshold_uncertainty_score":0.9999997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292416070","doi":"10.4103/ipj.ipj_22_21","title":"Pragmatic issues and prescribing patterns in bipolar disorder","year":2022,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychiatry; Bipolar disorder; Mental health; Mood; Medical prescription; Anxiety; Electroconvulsive therapy; Psychology; Medicine; Clinical psychology; Family medicine; Cognition; Nursing","authors":[{"name":"Shobit Garg","is_ca":false},{"name":"Nishant Goyal","is_ca":false},{"name":"Sai Krishna Tikka","is_ca":false},{"name":"Preeti Mishra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02827946098011773,"gpt":0.2871962328524574,"spread":0.2589167718723396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000430105,0.0001495286,0.0002567538,0.0002324904,0.0003065713,0.00005433077,0.00008780545,0.00007881763,0.0008203266],"category_scores_gemma":[0.00003513615,0.0001290839,0.00008027614,0.0002120173,0.00002285923,0.0001030547,0.00007808719,0.001203676,0.000004140025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008997817,"about_ca_system_score_gemma":0.0002082581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003961656,"about_ca_topic_score_gemma":0.0002775323,"domain_scores_codex":[0.9986235,0.0001951557,0.0003764271,0.0001863012,0.0003474565,0.0002711804],"domain_scores_gemma":[0.9995382,0.00002292156,0.0001203196,0.0001491363,0.00001741602,0.0001520248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001827398,0.0005511056,0.9635319,0.00001767511,0.00009427696,0.00002765488,0.0003965378,0.00002298793,0.00001737977,0.00008434321,0.002048139,0.03302523],"study_design_scores_gemma":[0.02095803,0.002003209,0.715947,0.000271086,0.0003313122,0.00407624,0.005083394,0.0001767069,0.00001238818,0.001974984,0.2487798,0.0003858953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409938,0.04159498,0.00003263071,0.0152899,0.00136021,0.0004217917,0.00002821525,0.00002315,0.0002553414],"genre_scores_gemma":[0.9977843,0.0005652414,0.0002838213,0.0001990933,0.0008459246,0.00002607775,0.00002097738,0.00002816391,0.0002463816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2475849,"threshold_uncertainty_score":0.8982001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412872370","doi":"10.4103/ipj.ipj_332_24","title":"Cognitive function changes during a course of electroconvulsive therapy in patients with various psychiatric illnesses: A prospective observational study","year":2025,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electroconvulsive therapy; Cognition; Schizophrenia (object-oriented programming); Observational study; Bipolar disorder; Psychiatry; Psychology; Clinical psychology; Major depressive disorder; Medicine; Internal medicine","authors":[{"name":"Harita Patel","is_ca":false},{"name":"Roshani Patel","is_ca":false},{"name":"Nilesh Kanaujiya","is_ca":false},{"name":"Kalpesh Chandrani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03089212021483558,"gpt":0.3058626316965141,"spread":0.2749705114816786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003705856,0.0003696154,0.0007226584,0.0007249507,0.0003051377,0.00003571032,0.0001402134,0.0001764625,0.00004850018],"category_scores_gemma":[0.000105675,0.0002790928,0.0001110457,0.001756039,0.0001049033,0.0001798731,0.00002580814,0.001252625,0.000001280459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443074,"about_ca_system_score_gemma":0.001450183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003156233,"about_ca_topic_score_gemma":0.0002192311,"domain_scores_codex":[0.9976784,0.0002223447,0.0006662051,0.0004162868,0.0005639836,0.000452792],"domain_scores_gemma":[0.9977897,0.0001210794,0.0006061199,0.0001814022,0.001208538,0.00009317996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04277641,0.004926646,0.9455863,0.00002506663,0.002284903,0.000007960888,0.0008502611,0.000005297391,0.0001818123,0.00005695122,0.0002089127,0.003089443],"study_design_scores_gemma":[0.06054373,0.01644523,0.9179575,0.0004292076,0.0004890055,0.00002722904,0.002800873,0.00000121867,0.0004120579,0.0006472085,0.00002023456,0.0002265288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917925,0.001245667,0.00005598634,0.001837346,0.001247126,0.003545102,0.00001441633,0.00003131452,0.0002305437],"genre_scores_gemma":[0.9983881,0.0001021902,0.00005527371,0.0003518465,0.0007777546,0.000179522,0.000012697,0.00003528927,0.00009736053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02762887,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414781952","doi":"10.4103/ipj.ipj_63_25","title":"Alexithymia, emotion regulation, psychological well-being, and internet addiction among individuals with substance dependence","year":2025,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Addiction; The Internet; Substance dependence; Substance use; Alcohol dependence","authors":[{"name":"M. Mahadevaswamy","is_ca":false},{"name":"Vikas Singh Rawat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01724713521554133,"gpt":0.2764433720147104,"spread":0.259196236799169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003755248,0.0002238591,0.0003004069,0.0002439381,0.0001931505,0.0001236457,0.0001197537,0.0002933037,0.0004406949],"category_scores_gemma":[0.00004087355,0.0001612462,0.00007736246,0.0003758962,0.0001443435,0.0002501994,0.00001454893,0.0006635147,0.00001319156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006828782,"about_ca_system_score_gemma":0.00009993766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002101158,"about_ca_topic_score_gemma":0.00002749157,"domain_scores_codex":[0.9983968,0.000110295,0.0005306604,0.0003376592,0.0003611218,0.0002634741],"domain_scores_gemma":[0.999135,0.00003633026,0.0003310336,0.0002243378,0.00008582816,0.000187488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00070859,0.0004083512,0.9725237,0.00001576472,0.0003536172,0.00001393994,0.000176544,0.000006024398,0.000007549729,0.001778982,0.01834657,0.005660305],"study_design_scores_gemma":[0.01051017,0.0009492007,0.9631215,0.004152363,0.0002400404,0.0006871425,0.0003542485,0.0001171278,0.00003956265,0.01668343,0.002962064,0.000183171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752356,0.0004352044,0.002988267,0.00223339,0.001835692,0.0004248545,0.00000306604,0.00005032897,0.01679364],"genre_scores_gemma":[0.9943818,0.000147904,0.001815597,0.0003630774,0.0005556431,0.00001258835,0.00001647808,0.00001669648,0.002690195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01914627,"threshold_uncertainty_score":0.6575429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415854865","doi":"10.4103/ipj.ipj_30_25","title":"Exploring behavioural symptoms and inhibitory control in Parkinson’s disease: Comparison between dementia and non-dementia cases","year":2025,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dementia; Inhibitory control; Cognition; Inhibitory postsynaptic potential; Cognitive impairment","authors":[{"name":"Arpita Roy Choudhury","is_ca":false},{"name":"Susmita Halder","is_ca":false},{"name":"Akash Kumar Mahato","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08122964307917345,"gpt":0.3061059043405311,"spread":0.2248762612613576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003414673,0.0002971517,0.0005561656,0.0004093204,0.0002861548,0.0001387518,0.00008454322,0.0001439623,0.00003870811],"category_scores_gemma":[0.00003716195,0.0002698523,0.0001205357,0.0002044345,0.00007277037,0.0002971228,0.00004659223,0.0006660867,0.000002747867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107,"about_ca_system_score_gemma":0.0004154728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009938122,"about_ca_topic_score_gemma":0.00003926474,"domain_scores_codex":[0.9980867,0.0001234348,0.0006654015,0.0003783993,0.0003228288,0.000423234],"domain_scores_gemma":[0.9989062,0.00006715015,0.0002186509,0.0001725751,0.00004747708,0.0005879575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009240062,0.0003832201,0.9798438,0.00003136959,0.0007849925,0.0002270369,0.0000434971,0.000002693125,0.00004341659,0.00002650508,0.001259327,0.01643015],"study_design_scores_gemma":[0.01866871,0.0003701086,0.9736803,0.0008468932,0.002707783,0.00006488088,0.0002666734,0.00006300319,0.00006764851,0.000180617,0.002872627,0.000210824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988202,0.007727669,0.0001500792,0.00128085,0.001958184,0.0005332068,0.00006242655,0.0000251334,0.00006041607],"genre_scores_gemma":[0.9984711,0.0002026485,0.0001556944,0.0001863775,0.0008714763,0.00004989228,0.00001688071,0.00002278497,0.00002307582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01774471,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401907766","doi":"10.4103/ipj.ipj_48_24","title":"Nonsyndromic craniosynostosis associated with bipolar affective disorder and mild cognitive disorder","year":2024,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Craniosynostosis; Bipolar disorder; Cognition; Psychology; Clinical psychology; Medicine; Psychiatry; Surgery","authors":[{"name":"Priya Deepak","is_ca":false},{"name":"Mohit Agrawal","is_ca":false},{"name":"Prateek Yadav","is_ca":false},{"name":"V. S. Chauhan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01168536535040571,"gpt":0.2510848261483604,"spread":0.2393994607979547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001840861,0.000298688,0.0002361614,0.0001179515,0.0003463218,0.0002143548,0.0001031993,0.0003365146,0.00007666768],"category_scores_gemma":[0.00009156092,0.0002345797,0.0001472842,0.0002569794,0.0001359343,0.00002131018,0.00004647486,0.0005124634,0.00001193433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002749312,"about_ca_system_score_gemma":0.0002981527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008229066,"about_ca_topic_score_gemma":0.0004969064,"domain_scores_codex":[0.9986613,0.0001303444,0.0002397384,0.0004179819,0.0002053357,0.0003452562],"domain_scores_gemma":[0.9994971,0.0000408247,0.00009923365,0.0001110634,0.00007973758,0.000172015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001493466,0.0009853345,0.9388572,0.00002425997,0.003587608,0.00007607332,0.0002539098,0.00002931747,0.001145397,0.0001183344,0.008561468,0.04486762],"study_design_scores_gemma":[0.09069145,0.02309918,0.7335662,0.004684438,0.005855928,0.003735343,0.009264009,0.0004426297,0.001724316,0.003757747,0.1173838,0.00579503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843874,0.01234239,0.0005431364,0.0007444033,0.001137701,0.0003613479,0.0001845928,0.00002706449,0.0002719927],"genre_scores_gemma":[0.9981572,0.0006601295,0.00004051841,0.00009882311,0.0006011633,0.00001668156,0.0001193001,0.00005692144,0.0002492781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2052911,"threshold_uncertainty_score":0.9565881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}