{"id":"W36393539","doi":"10.1177/070674371105600307","title":"Increased Risk of Avoidable Hospitalization among Patients with Schizophrenia","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Schizophrenia (object-oriented programming); Diabetes mellitus; Population; Asthma; Internal medicine; Pneumonia; Pediatrics; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003022366,0.000183629,0.0002244301,0.000500613,0.0003283707,0.0004392982,0.0001734801,0.000232072,0.002380489],"category_scores_gemma":[0.001714704,0.0001605774,0.0005147461,0.0005179674,0.0001393667,0.0002336461,0.0004647049,0.0005033394,0.0001697113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468489,"about_ca_system_score_gemma":0.0004777596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009571289,"about_ca_topic_score_gemma":0.01127867,"domain_scores_codex":[0.9996725,0.00007774682,0.00004304928,0.00005333365,0.00007491228,0.00007840549],"domain_scores_gemma":[0.9990545,0.00008414117,0.0005763309,0.00003625505,0.00006818886,0.0001805193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003454488,0.0000122415,0.9988661,0.000004814685,0.0000262189,0.0000783279,0.00003082002,0.00002476506,0.0000906959,0.00001444775,0.00007722687,0.0007398216],"study_design_scores_gemma":[0.000006288917,0.00003157645,0.9990345,0.00001055486,0.0000144108,0.0003819821,0.0001422903,0.0002052655,0.00002980071,0.00003077375,0.0001092933,0.000003191837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990884,0.0001905613,0.00004797785,0.00009596178,0.000006762725,0.000004166342,0.0002264502,0.000004005678,0.0003356952],"genre_scores_gemma":[0.9996378,0.00009160156,0.00003414186,0.00001756517,0.000006437342,0.000002014232,0.0001438862,7.819629e-7,0.00006569026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9904287,"threshold_uncertainty_score":0.01903117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604737404332841,"score_gpt":0.2734292331480628,"score_spread":0.2573818591047344,"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."}}