{"id":"W7110996909","doi":"10.1371/journal.pmen.0000391.s001","title":"Additional analyses and model coefficients.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Mental health; Descriptive statistics; Variation (astronomy); Cohort; Medical record; Retrospective cohort study; Primary care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01470074,0.003773038,0.001699895,0.003585454,0.001661712,0.003677981,0.00320721,0.00193615,0.2437454],"category_scores_gemma":[0.07668711,0.001340711,0.007447748,0.004704303,0.0005695522,0.002947895,0.002886169,0.007018611,0.03016815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097002,"about_ca_system_score_gemma":0.008407231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05896171,"about_ca_topic_score_gemma":0.04776414,"domain_scores_codex":[0.9909453,0.005466922,0.0006586865,0.001272099,0.001024797,0.0006321599],"domain_scores_gemma":[0.9591769,0.03327798,0.001279061,0.00189388,0.003902231,0.0004700684],"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":[0.001771716,0.001385532,0.0936595,0.004363202,0.006669708,0.001683018,0.003992691,0.05495026,0.001161162,0.04303068,0.6291173,0.1582153],"study_design_scores_gemma":[0.001544334,0.001154158,0.0681392,0.002979354,0.005256248,0.0009035439,0.006251334,0.245225,0.00237009,0.04334815,0.6223055,0.0005231117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.109989,0.001744299,0.2949884,0.006012206,0.00410226,0.007155226,0.4760095,0.01659378,0.08340543],"genre_scores_gemma":[0.3489925,0.001203152,0.3242553,0.002077874,0.0008764394,0.01953751,0.2192414,0.009754501,0.07406126],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7562546,"threshold_uncertainty_score":0.8154097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004675266656234,"score_gpt":0.3877407313257355,"score_spread":0.2872732046601121,"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."}}