{"id":"W3084821520","doi":"10.3390/women1010001","title":"Schizophrenia Psychosis in Women","year":2020,"lang":"en","type":"article","venue":"Women","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychiatry; Schizophrenia (object-oriented programming); Psychosis; Guideline; Medicine; Pregnancy; Substance abuse; Psychology; Antipsychotic; Clinical trial; Clinical psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001171086,0.0001205724,0.000256192,0.000104388,0.00002713354,0.00001856033,0.0000925634,0.0000466994,0.001421546],"category_scores_gemma":[0.00008891946,0.00009863551,0.00003899451,0.0004343331,0.00003240998,0.0000503251,0.00004399861,0.0001976753,0.0008044086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575383,"about_ca_system_score_gemma":0.000128254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000198152,"about_ca_topic_score_gemma":0.000008401427,"domain_scores_codex":[0.9987442,0.00002974828,0.0001632986,0.0002740068,0.000267982,0.0005207822],"domain_scores_gemma":[0.9990541,0.00002773586,0.00002090269,0.000204319,0.00002123397,0.0006716954],"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":[0.1911151,0.002549778,0.1846091,0.0005317127,0.001022985,0.002813146,0.04407966,0.00001137609,0.008975768,0.002579208,0.0218542,0.5398579],"study_design_scores_gemma":[0.06157969,0.006491833,0.8489068,0.000185067,0.00003323651,0.00005720424,0.004943573,0.0005294321,0.002736176,0.005730128,0.06812151,0.0006853279],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869179,0.000175916,0.000003942454,0.009766252,0.00003099238,0.0002941304,0.000006928664,0.00007315627,0.002730756],"genre_scores_gemma":[0.9961014,0.00008236882,0.000921078,0.002067855,0.0001545391,0.0003247382,0.000006228564,0.00001976229,0.0003219978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6642977,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359477492475731,"score_gpt":0.28772725302222,"score_spread":0.2641324780974627,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}