{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"0a559c166cf5","filters":{"venue":"Annals of Indian Psychiatry"}},"results":[{"id":"W3084944295","doi":"10.4103/aip.aip_59_19","title":"Frequency and characterization of depression in schizophrenia","year":2020,"lang":"en","type":"article","venue":"Annals of Indian Psychiatry","topic":"Schizophrenia research 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":"Psychopathology; Depression (economics); Hamd; Extrapyramidal symptoms; Global Assessment of Functioning; Psychiatry; Schizophrenia (object-oriented programming); Rating scale; Positive and Negative Syndrome Scale; Clinical psychology; Psychology; Scale for the Assessment of Negative Symptoms; Schedule for Affective Disorders and Schizophrenia; Population; Context (archaeology); Medicine; Brief Psychiatric Rating Scale; Psychosis; Antipsychotic; Anxiety","authors":[{"name":"Avudaiappan Sankaran","is_ca":false},{"name":"Mridula Pradeep","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03366761363910089,"gpt":0.3123481156846817,"spread":0.2786805020455809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002063963,0.000104443,0.0001605167,0.000871739,0.0002120181,0.0002684621,0.0001376135,0.0001991854,0.001367237],"category_scores_gemma":[0.0009837535,0.00008400989,0.00009541792,0.000594261,0.0001772477,0.0001809725,0.0002140987,0.0001838799,0.0001720199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947168,"about_ca_system_score_gemma":0.0001729979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065822,"about_ca_topic_score_gemma":0.001453233,"domain_scores_codex":[0.9998155,0.00004735972,0.00003559624,0.00002759861,0.00004795602,0.00002594045],"domain_scores_gemma":[0.9993861,0.00008691414,0.0003413823,0.00001815513,0.00007791238,0.00008962984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008188884,0.00001683173,0.9942866,0.00001901217,0.00001119342,0.000166325,0.00009875315,0.00001222525,0.001347085,0.0000192929,0.00008690717,0.003853975],"study_design_scores_gemma":[0.0000017806,0.00004581104,0.9985493,0.000003684373,0.000003933986,0.001045543,0.0001431036,0.00004184906,0.00005717999,0.00001831188,0.00008802849,0.000001487971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989255,0.000475157,0.00005362417,0.0000460179,0.000002973672,0.000005843872,0.0001418289,0.000002285625,0.0003467998],"genre_scores_gemma":[0.9995632,0.0001806681,0.00004708004,0.00001112743,0.000006575295,0.000002923764,0.0001273255,5.35985e-7,0.00006053897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001367237,"threshold_uncertainty_score":0.004573882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3191610905","doi":"10.4103/aip.aip_37_21","title":"A Case Series of Study of Childhood Psychological Trauma and Alexithymia Among Persons with Alcohol Dependence Syndrome Attending Inpatient De-addiction Facility from Central Rural India","year":2021,"lang":"en","type":"article","venue":"Annals of Indian Psychiatry","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; Psychological abuse; Psychology; Feeling; Physical abuse; Neglect; Sexual abuse; Clinical psychology; Toronto Alexithymia Scale; Addiction; Psychiatry; Psychological trauma; Poison control; Injury prevention; Medicine; Medical emergency; Social psychology","authors":[{"name":"Ajinkya Sureshrao Ghogare","is_ca":false},{"name":"Pradeep Shriram Patil","is_ca":false},{"name":"Ganpatlal Kodarbhai Vankar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02606928655520288,"gpt":0.2894033740692768,"spread":0.2633340875140739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002035661,0.001012148,0.0007892746,0.002377182,0.004147902,0.001276965,0.001135845,0.002123912,0.003712237],"category_scores_gemma":[0.00179666,0.001147097,0.0008473062,0.001585225,0.001388078,0.001688457,0.001856959,0.002574245,0.0005031979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316733,"about_ca_system_score_gemma":0.001361781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007343143,"about_ca_topic_score_gemma":0.01252973,"domain_scores_codex":[0.9992674,0.00008209312,0.0001191797,0.0001737007,0.0001109306,0.0002468055],"domain_scores_gemma":[0.9987333,0.0002021092,0.0004418151,0.00008304414,0.00009798026,0.0004417119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002981308,0.0001311015,0.0536751,0.00004594689,0.00001859688,0.9416308,0.001904805,0.00003816291,0.0005751332,0.0001120924,0.0003923481,0.001446127],"study_design_scores_gemma":[0.000004185772,0.00007161088,0.02583139,0.00001914703,0.00001460705,0.9712989,0.001843015,0.00005533707,0.00014548,0.00006817951,0.0006336085,0.00001461672],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928622,0.001654949,0.0005382123,0.0009352376,0.0001245046,0.0001303052,0.000132155,0.00003386435,0.003588618],"genre_scores_gemma":[0.9967662,0.0009734606,0.0003449062,0.0004500909,0.000165351,0.00002624825,0.00008561666,0.00001163889,0.001176451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007343143,"threshold_uncertainty_score":0.01460081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412084687","doi":"10.4103/aip.aip_108_25","title":"A Study of Gender Differences in Cognitive Functions of Patients Suffering with Anxiety Disorders","year":2025,"lang":"en","type":"article","venue":"Annals of Indian Psychiatry","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","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":"Anxiety; Cognition; Clinical psychology; Psychology; Developmental psychology; Medicine; Psychiatry","authors":[{"name":"Meet Pragjibhai Kachhadia","is_ca":false},{"name":"Rakesh Ghildiyal","is_ca":false},{"name":"A. Acharya","is_ca":false},{"name":"Ankita Gupta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.051006483415315,"gpt":0.3540562037307088,"spread":0.3030497203153938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005852289,0.0001973187,0.000260271,0.0007473218,0.0004102581,0.0004547741,0.0001500101,0.0002333028,0.002126256],"category_scores_gemma":[0.001955471,0.0001068256,0.0002918805,0.000488473,0.0002210243,0.0003173178,0.0003042966,0.0002957557,0.0002559332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499026,"about_ca_system_score_gemma":0.0003098586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001997072,"about_ca_topic_score_gemma":0.002171971,"domain_scores_codex":[0.999738,0.00006554702,0.00003253247,0.00004082915,0.00006302718,0.00005999088],"domain_scores_gemma":[0.9992448,0.0001709406,0.0002846382,0.00003147917,0.0001210114,0.0001470716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002530266,0.0001845118,0.9906787,0.00003801824,0.00003364929,0.0002142169,0.001167234,0.00001028905,0.0003692737,0.00002944661,0.0001498812,0.00687166],"study_design_scores_gemma":[0.000007940891,0.0004104686,0.9974946,0.00001242048,0.00001580101,0.0006177164,0.001094682,0.00002450704,0.00004366345,0.00002378736,0.0002508205,0.000003700755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989629,0.0003438519,0.00003253758,0.00003991336,0.000007773192,0.00001019746,0.00008787678,8.217721e-7,0.0005142617],"genre_scores_gemma":[0.9995291,0.0001355833,0.00004175021,0.0000308561,0.000009446627,0.0000107986,0.0000849574,5.058023e-7,0.0001570609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002126256,"threshold_uncertainty_score":0.00711298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416187065","doi":"10.4103/aip.aip_274_25","title":"Evaluation of Two versus Six Psychometric Test Batteries for Digital Screening of University Students: Findings from a Multicentric Study","year":2025,"lang":"en","type":"article","venue":"Annals of Indian Psychiatry","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Referral; Concordance; Mental health; Psychometrics; Intervention (counseling); Test (biology); Battery (electricity)","authors":[{"name":"Amresh Shrivastava","is_ca":true},{"name":"Avinash De Sousa","is_ca":false},{"name":"Manushree Gupta","is_ca":false},{"name":"Kunwar Vaibhav","is_ca":false},{"name":"G. V. Pavan Kumar","is_ca":false},{"name":"Nilesh Shah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1401768849980187,"gpt":0.4980256933213057,"spread":0.357848808323287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01718201,0.0005002765,0.0005616353,0.001457007,0.0005597683,0.001070564,0.0007517625,0.0006013047,0.000881615],"category_scores_gemma":[0.0374437,0.0004048223,0.0008434252,0.001339765,0.0008586927,0.00111554,0.001632919,0.0005207349,0.0002512481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000718307,"about_ca_system_score_gemma":0.0009954467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002029815,"about_ca_topic_score_gemma":0.003253725,"domain_scores_codex":[0.988916,0.006812047,0.001173773,0.00062397,0.002009248,0.0004648718],"domain_scores_gemma":[0.9704912,0.01175308,0.008621048,0.00259083,0.004892492,0.001651299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005514491,0.0007201724,0.9816269,0.00007990035,0.00009490301,0.0001089568,0.002281389,0.00006294669,0.0005812666,0.00004066803,0.00007672686,0.01377458],"study_design_scores_gemma":[0.0001140871,0.0044202,0.988535,0.00009727599,0.0001061618,0.0005282778,0.004430367,0.0007353664,0.0005653857,0.00004634057,0.0003926902,0.00002879715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995971,0.00004994675,0.0001352506,0.00001750912,0.000003305234,0.00005120128,0.00001577484,0.000001234877,0.0001286611],"genre_scores_gemma":[0.9994429,0.00005150326,0.0003477514,0.00003215175,0.00000594877,0.00004674997,0.00003235538,0.000001429478,0.00003918826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01718201,"threshold_uncertainty_score":0.09086823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398248435","doi":"10.4103/aip.aip_87_23","title":"A cross-sectional analysis of mothers' ability to recognize expressed facial emotions in children and its association with maternal alexithymia, depression, parenting styles, and practices","year":2023,"lang":"en","type":"article","venue":"Annals of Indian Psychiatry","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; Association (psychology); Psychology; Depression (economics); Clinical psychology; Cross-sectional study; Developmental psychology; Parenting styles; Facial expression; Medicine; Psychotherapist; Communication","authors":[{"name":"HenalRakesh Shah","is_ca":false},{"name":"AlkaAnand Subramanyam","is_ca":false},{"name":"Natasha Kate","is_ca":false},{"name":"Sreelakshmi Vaidyanathan","is_ca":false},{"name":"AllaukiP Dani","is_ca":false},{"name":"PoojaVilas Misal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02743538878078809,"gpt":0.3473144126265794,"spread":0.3198790238457913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000926278,0.0002050309,0.0002764682,0.0006442257,0.0004747149,0.0003640972,0.0001865396,0.0003149477,0.001481853],"category_scores_gemma":[0.002004353,0.0003873513,0.0002972948,0.0005766178,0.0002172364,0.0003744551,0.0003222429,0.0004876716,0.0002238744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003128487,"about_ca_system_score_gemma":0.0002287652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003418938,"about_ca_topic_score_gemma":0.004835413,"domain_scores_codex":[0.9995616,0.0001296271,0.00005957848,0.00009210692,0.00009936734,0.0000577254],"domain_scores_gemma":[0.9985359,0.0004137971,0.0005484284,0.0001024442,0.0002125872,0.0001868384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002355713,0.00004954908,0.99905,0.000005246451,0.00001865984,0.00005142923,0.0002325939,0.000007221545,0.0001061607,0.000003961049,0.00002752131,0.0004241445],"study_design_scores_gemma":[0.000001436401,0.0001464604,0.9990031,0.000002925876,0.0000099012,0.0001893285,0.0005194749,0.00003292979,0.00002950482,0.000003395034,0.00006014915,0.000001390203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996332,0.00004553041,0.00003710637,0.000007406793,0.000001505246,0.00000816629,0.0001178938,8.704837e-7,0.0001482877],"genre_scores_gemma":[0.9993517,0.00007231291,0.0001566023,0.00001221812,0.000002850726,0.00002719177,0.0002324357,0.000001064243,0.0001435124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003418938,"threshold_uncertainty_score":0.006798089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}