{"id":"W4220656221","doi":"10.4088/jcp.21m14092","title":"Antipsychotic Exposure in Clinical High Risk of Psychosis","year":2022,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychosis; Antipsychotic; Schizophrenia (object-oriented programming); MEDLINE; Risk assessment; Antipsychotic Agent","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000514934,0.0002007115,0.0002826209,0.0007207824,0.000469137,0.0006230195,0.0003093754,0.0005093839,0.003116775],"category_scores_gemma":[0.002979698,0.000170498,0.0004971232,0.00134805,0.0003220814,0.0003191701,0.0007123051,0.0007597455,0.0002847302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003527401,"about_ca_system_score_gemma":0.0004803378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005129298,"about_ca_topic_score_gemma":0.006307651,"domain_scores_codex":[0.9993663,0.0001984744,0.00008008772,0.0001360939,0.0001300609,0.00008899903],"domain_scores_gemma":[0.9975953,0.0003289752,0.001593339,0.00005747717,0.0001476199,0.0002773273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001656713,0.00002989764,0.9974783,0.00003563173,0.00005805274,0.0001348197,0.00006782142,0.00004664135,0.000113716,0.00003419192,0.0001107693,0.001724475],"study_design_scores_gemma":[0.000008995941,0.00005285308,0.9988995,0.00003078821,0.00002352887,0.0004832967,0.000135138,0.0001010395,0.00002302944,0.00009340941,0.0001448364,0.000003602952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969212,0.00119286,0.00008596209,0.0002166683,0.00001247065,0.00001568545,0.0005288832,0.000003804345,0.001022479],"genre_scores_gemma":[0.9993586,0.0002300084,0.00007125166,0.00002970914,0.00001229789,0.000007355281,0.0002076309,8.227909e-7,0.00008227368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005129298,"threshold_uncertainty_score":0.0104267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05994835471428128,"score_gpt":0.4277965587447709,"score_spread":0.3678482040304896,"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."}}