{"id":"W2341417688","doi":"10.1177/0004867415622274","title":"Building an evidence base for national suicide prevention strategies","year":2016,"lang":"en","type":"letter","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Suicide prevention; Poison control; Injury prevention; Human factors and ergonomics; Occupational safety and health; Medicine; Medical emergency; Psychiatry; Psychology","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":[0.124829,0.002276013,0.006617634,0.01175779,0.005883495,0.01962944,0.0106332,0.04222218,0.03585088],"category_scores_gemma":[0.3725806,0.002964731,0.006142328,0.005833149,0.005583046,0.02183209,0.01790753,0.04077309,0.008012157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01493688,"about_ca_system_score_gemma":0.08801486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01743284,"about_ca_topic_score_gemma":0.04827801,"domain_scores_codex":[0.9173828,0.04302809,0.01873814,0.003226427,0.01453477,0.003089761],"domain_scores_gemma":[0.4280131,0.4347062,0.02293766,0.01083094,0.08431381,0.01919829],"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":[0.0009142891,0.003166158,0.00915096,0.04745999,0.003566247,0.001403017,0.001871783,0.00161942,0.0007643937,0.0265432,0.5319417,0.3715989],"study_design_scores_gemma":[0.005214659,0.001351765,0.01973921,0.3918309,0.006621919,0.0006295964,0.009167835,0.002555735,0.0007646831,0.09091841,0.4706867,0.0005185516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001271964,0.06708567,0.002733126,0.8941533,0.02249129,0.000962775,0.0006310141,0.000128903,0.01054197],"genre_scores_gemma":[0.04612299,0.1433644,0.05701514,0.715828,0.02485116,0.004858551,0.002097871,0.0001235413,0.005738284],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.124829,"threshold_uncertainty_score":0.6601669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09894885421434425,"score_gpt":0.4012655396147221,"score_spread":0.3023166854003778,"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."}}