{"id":"W1993437081","doi":"10.1027/0227-5910/a000034","title":"Improving Risk Assessment with Suicidal Patients","year":2010,"lang":"en","type":"article","venue":"Crisis","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Risk assessment; Medicine; Medical emergency; Psychology; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001451275,0.0001374376,0.0001621088,0.00005977654,0.0001837134,0.00003463509,0.0001381489,0.00007427396,0.001024975],"category_scores_gemma":[0.0000324401,0.0001018734,0.00005033882,0.0001035391,0.00004549191,0.00007210326,0.00005432218,0.0003474378,0.0002258024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000159472,"about_ca_system_score_gemma":0.00001753238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973205,"about_ca_topic_score_gemma":0.0005202363,"domain_scores_codex":[0.9990517,0.00004523358,0.0001525143,0.0002933217,0.0001662082,0.0002910306],"domain_scores_gemma":[0.9992757,0.00007763872,0.0001031524,0.0003603065,0.0001136359,0.00006952474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003994911,0.0001660327,0.9793782,0.000004765453,0.0001232934,0.000008867502,0.001175526,3.386265e-7,0.0001395051,0.0003156882,0.01177465,0.006873147],"study_design_scores_gemma":[0.001098956,0.000236252,0.993256,5.494626e-7,0.0001018032,0.000002132229,0.002460765,0.00001136724,0.000169669,0.0001270028,0.002346942,0.0001885519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785372,0.00003863886,0.0003459124,0.0002175806,0.0009459694,0.0001471323,0.00001864533,0.00008044075,0.01966847],"genre_scores_gemma":[0.9977491,0.000003438247,0.001313872,0.0003862439,0.0001465643,0.00005407834,0.000007782237,0.00002256444,0.0003162784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01935219,"threshold_uncertainty_score":0.9998882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270103914998526,"score_gpt":0.3039637153143294,"score_spread":0.2912626761643441,"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."}}