{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"7be89584a019","filters":{"venue":"The Medical-Surgical Journal"}},"results":[{"id":"W2898026321","doi":"","title":"ALEXITHYMIA AND THE BIG FIVE PERSONALITY TRAITS AS PREDICTORS OF BURNOUT AMONG MEDICAL STUDENTS","year":2018,"lang":"en","type":"article","venue":"The Medical-Surgical Journal","topic":"Health and Well-being Studies","field":"Psychology","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":"Depersonalization; Alexithymia; Burnout; Agreeableness; Emotional exhaustion; Conscientiousness; Psychology; Neuroticism; Big Five personality traits; Extraversion and introversion; Clinical psychology; Toronto Alexithymia Scale; Feeling; Personality; Social psychology","authors":[{"name":"Andrei Corneliu Holman","is_ca":false},{"name":"Ioana-Maria Gavrilescu","is_ca":false},{"name":"Iulia-Diana Muraru","is_ca":false},{"name":"F.D. Petrariu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01768167679701516,"gpt":0.3511533759236143,"spread":0.3334716991265991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01152206,0.0002486862,0.0006442367,0.00006247863,0.0007579848,0.00005842342,0.001361702,0.0003586347,0.006275998],"category_scores_gemma":[0.002532251,0.0001095527,0.0002202361,0.0002397736,0.00656027,0.00004134158,0.0003478159,0.001707128,0.0001135878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000337985,"about_ca_system_score_gemma":0.0003550499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000606693,"about_ca_topic_score_gemma":0.0001054346,"domain_scores_codex":[0.992514,0.001918645,0.0009589721,0.0003115837,0.003599053,0.0006977079],"domain_scores_gemma":[0.9957771,0.002386511,0.0003585476,0.0002838385,0.0001720252,0.001022011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00722872,0.001666032,0.5861393,0.000175281,0.003860382,0.003781969,0.1150666,5.749737e-7,0.000002419597,0.01577918,0.102037,0.1642625],"study_design_scores_gemma":[0.01259065,0.0008249134,0.9241235,0.0007266899,0.0001985404,0.004599222,0.003635999,0.0001012149,0.000004402582,0.003069212,0.04988335,0.0002423005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454716,0.00232171,0.00006911851,0.02984725,0.001871471,0.0002739534,0.000006544093,0.0000285627,0.02010981],"genre_scores_gemma":[0.9886171,0.001335118,0.000006927823,0.003811945,0.004774216,0.0000209248,9.729425e-7,0.00001918384,0.001413624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3379842,"threshold_uncertainty_score":0.9961433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788061774","doi":"","title":"PSYCHOLOGICAL PROFILE OF FRESHMAN PHARMACY STUDENTS","year":2017,"lang":"en","type":"article","venue":"The Medical-Surgical Journal","topic":"Health and Well-being Studies","field":"Psychology","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":"Depersonalization; Pharmacy; Alexithymia; Psychology; Beck Depression Inventory; Burnout; Clinical psychology; Toronto Alexithymia Scale; Personality; Big Five personality traits; Curriculum; Scale (ratio); Emotional exhaustion; Medical education; Medicine; Social psychology; Psychiatry; Anxiety; Nursing; Pedagogy","authors":[{"name":"Ioana-Maria Gavrilescu","is_ca":false},{"name":"Corina Dondaș","is_ca":false},{"name":"Catalia Munteanu","is_ca":false},{"name":"Sofia Socolov","is_ca":false},{"name":"Th. Pantilimonescu","is_ca":false},{"name":"Magdalena Iorga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0713713576433093,"gpt":0.4838161646998175,"spread":0.4124448070565082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003929167,0.0001929047,0.0004692048,0.00005030023,0.001204459,0.00009439761,0.002337253,0.0001620595,0.01616425],"category_scores_gemma":[0.0008276772,0.00009998064,0.0002663301,0.00006951021,0.001025333,0.00006681975,0.0003487347,0.00144695,0.000644208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002302325,"about_ca_system_score_gemma":0.00007233213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009315931,"about_ca_topic_score_gemma":0.000004360994,"domain_scores_codex":[0.9961949,0.0006285654,0.0007570083,0.0002701814,0.001479987,0.0006693501],"domain_scores_gemma":[0.997584,0.0004770449,0.0005358909,0.0007038554,0.0001102326,0.0005889076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001805572,0.003113366,0.2835475,0.00005683699,0.000938981,0.005795859,0.003508807,7.320704e-7,0.00003078944,0.006042894,0.3060571,0.3891016],"study_design_scores_gemma":[0.01171368,0.0006915045,0.5620254,0.0002530702,0.0001299038,0.004087249,0.0004564807,0.0000267156,0.00004478419,0.003315519,0.4169125,0.0003431895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8781381,0.00123065,0.00007627514,0.02555442,0.003129157,0.0002415847,0.000007192389,0.00003485122,0.09158774],"genre_scores_gemma":[0.9927384,0.0009015779,0.00004852369,0.001562304,0.001997649,0.00002405023,0.000001113039,0.00001688257,0.002709475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3887584,"threshold_uncertainty_score":0.9847351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2939327034","doi":"","title":"STUDIU ASUPRA CONSUMULUI ASOCIAT AL DIFERITELOR TIPURI DE DROGURI DE CĂTRE ELEVII DE LICEU","year":2011,"lang":"ro","type":"article","venue":"The Medical-Surgical Journal","topic":"Health and Lifestyle Studies","field":"Health Professions","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":"Temptation; Ninth; Consumption (sociology); Affect (linguistics); Psychology; Quarter (Canadian coin); Demography; Medicine; Environmental health; Social psychology; Geography","authors":[{"name":"F.D. Petrariu","is_ca":false},{"name":"Alexandra Mezei","is_ca":false},{"name":"Alexandra Huţuleac","is_ca":false},{"name":"P. R. Dobrin","is_ca":false},{"name":"Anton Knieling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1046915136637765,"gpt":0.4364038060157475,"spread":0.3317122923519711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.02367955,0.0008021395,0.001641018,0.000190629,0.005818238,0.00008900897,0.001802893,0.001518748,0.01888244],"category_scores_gemma":[0.009923603,0.0005157216,0.0006472282,0.0005931613,0.001590782,0.0001906606,0.0008632779,0.01131654,0.001758124],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147005,"about_ca_system_score_gemma":0.01031141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008985253,"about_ca_topic_score_gemma":0.0003514661,"domain_scores_codex":[0.9789299,0.01042417,0.002627578,0.0006466299,0.00256299,0.004808702],"domain_scores_gemma":[0.9838017,0.007516174,0.001108997,0.0007284799,0.0005048746,0.006339776],"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":[0.002599522,0.003138401,0.2239791,0.0009689785,0.001934141,0.01669519,0.1026312,0.000002547177,0.00002623733,0.003761895,0.5621256,0.08213725],"study_design_scores_gemma":[0.007812723,0.000877145,0.1072017,0.002551536,0.0006187955,0.006533813,0.02381668,0.0005804909,0.00001487858,0.002408589,0.8467519,0.0008316853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6987522,0.02240292,0.001387488,0.2336102,0.005653562,0.001662207,0.0001042281,0.0002973448,0.03612987],"genre_scores_gemma":[0.8323951,0.08264917,0.001242217,0.06318349,0.01463374,0.000177199,0.000009033811,0.0001967606,0.005513278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2846264,"threshold_uncertainty_score":0.9997775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3190727850","doi":"","title":"VARIABLES INFLUENCING MEDICAL DECISIONS IN A CLINICAL REHABILITATION HOSPITAL","year":2021,"lang":"en","type":"article","venue":"The Medical-Surgical Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Rehabilitation; Medicine; Hospital discharge; Rehabilitation hospital; Disease; Emergency medicine; Physical therapy; Intensive care medicine","authors":[{"name":"Carmen Marinela Cumpăt","is_ca":false},{"name":"Nicoleta Zouri","is_ca":true},{"name":"Maria Magdalena Leon","is_ca":false},{"name":"Alexandra Maștaleru","is_ca":false},{"name":"Eugenia Moroşan","is_ca":false},{"name":"Florin Mitu","is_ca":false},{"name":"Muthana Zouri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02056368207045683,"gpt":0.364960212072348,"spread":0.3443965300018912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007752672,0.0002038464,0.0007030811,0.00009846338,0.000299491,0.00003373114,0.0003657217,0.000404447,0.004725819],"category_scores_gemma":[0.0831084,0.0001157948,0.0004695343,0.0006862957,0.0006438973,0.0001075434,0.000292732,0.002637278,0.00006499948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009541286,"about_ca_system_score_gemma":0.001623011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001598868,"about_ca_topic_score_gemma":0.00003941982,"domain_scores_codex":[0.9939301,0.000915183,0.001684605,0.0003558979,0.002612488,0.0005017486],"domain_scores_gemma":[0.9884432,0.009105209,0.0002127796,0.0004491741,0.0005904746,0.001199147],"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":[0.001004031,0.004822272,0.2607745,0.00009660895,0.001032877,0.08295539,0.005217828,0.00002356581,0.00005690504,0.009895981,0.1257998,0.5083202],"study_design_scores_gemma":[0.02315378,0.002929418,0.3860177,0.0109185,0.0006675743,0.04366058,0.01271569,0.002335694,0.00006433442,0.02436901,0.4921713,0.0009963665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8685529,0.005520464,0.0004767296,0.1177561,0.001946899,0.0001743621,0.000002770279,0.00003953098,0.005530213],"genre_scores_gemma":[0.9641112,0.02618555,0.001583264,0.004581523,0.003207403,0.00002054981,0.00001181625,0.00002978984,0.0002688784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5073239,"threshold_uncertainty_score":0.9996637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}