{"id":"W2897301635","doi":"10.2147/ndt.s167928","title":"Violence in persons with and without psychosis in the Czech Republic: risk and protective factors","year":2018,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"Agentura Pro Zdravotnický Výzkum České Republiky; Ministerstvo Zdravotnictví Ceské Republiky; Ministerstvo Školství, Mládeže a Tělovýchovy; Univerzita Karlova v Praze","keywords":"Medicine; Czech; Psychosis; Suicide prevention; Poison control; Human factors and ergonomics; Injury prevention; Psychiatry; Occupational safety and health; Medical emergency; Environmental health; Pathology","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":[0.0002907027,0.0001668003,0.0002613405,0.0007556544,0.0006659238,0.0005631515,0.000168734,0.0002039605,0.001212034],"category_scores_gemma":[0.001014041,0.0001982689,0.0003973735,0.0006146234,0.0003342286,0.0002342573,0.0008209997,0.0003811331,0.0000971847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004111077,"about_ca_system_score_gemma":0.0005416963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347937,"about_ca_topic_score_gemma":0.01683188,"domain_scores_codex":[0.9996368,0.00009290193,0.00004673385,0.0000661765,0.00006334763,0.00009406931],"domain_scores_gemma":[0.9996681,0.00003001585,0.0001729668,0.00001441047,0.00002271604,0.00009179332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000937384,0.0000294964,0.9969014,0.0000242597,0.00003557464,0.0001885153,0.0003512687,0.0000305852,0.0002956401,0.00004136163,0.00004637453,0.001961863],"study_design_scores_gemma":[0.000007468672,0.00007002309,0.9980308,0.00002399272,0.00001902709,0.0005582336,0.001023841,0.00006450736,0.00003552522,0.00003504991,0.0001275577,0.000003953658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995087,0.0002140353,0.00002888586,0.0000260631,0.000002740593,0.000005095299,0.0000478006,8.739186e-7,0.0001657611],"genre_scores_gemma":[0.9997924,0.0001099081,0.00001947528,0.000008256754,0.000001334074,0.000001742325,0.00003735758,2.715837e-7,0.00002930363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01347937,"threshold_uncertainty_score":0.02680182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868624161152929,"score_gpt":0.2856372494757358,"score_spread":0.2669510078642066,"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."}}