{"id":"W2611466696","doi":"10.1002/da.22632","title":"Predicting suicide with the SAD PERSONS scale","year":2017,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Manitoba Health; University of Manitoba","funders":"Canadian Institutes of Health Research; Manitoba Health Research Council","keywords":"Psychology; Scale (ratio); Suicide prevention; Clinical psychology; Poison control; Psychiatry; Medicine; Medical emergency; Cartography; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001255322,0.0004073226,0.0003781269,0.001179019,0.0001784024,0.0003888536,0.0003624019,0.0002638338,0.001895515],"category_scores_gemma":[0.006612235,0.0002020564,0.0006260012,0.0003650241,0.0001833926,0.0003403805,0.0008873258,0.0006606089,0.0004169404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002451487,"about_ca_system_score_gemma":0.0003163093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173732,"about_ca_topic_score_gemma":0.002392435,"domain_scores_codex":[0.9991438,0.0003421211,0.0001537026,0.00006931004,0.0002340924,0.0000569781],"domain_scores_gemma":[0.9970035,0.0005831472,0.001508014,0.00009241152,0.0003647954,0.0004481873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001792801,0.00007020048,0.9909427,0.00004242206,0.00009624468,0.0000468582,0.00007107223,0.0001583339,0.0001128689,0.00002604999,0.0007618865,0.007492064],"study_design_scores_gemma":[0.00004119704,0.0002864047,0.9976559,0.00003927306,0.0000306508,0.0003031352,0.0001339068,0.0009815849,0.00008898095,0.0001135388,0.0003182928,0.000007195976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961616,0.0002966912,0.0004584047,0.0002174026,0.00002378885,0.000135589,0.001188951,0.00003516486,0.001482476],"genre_scores_gemma":[0.9970505,0.0001934641,0.001285232,0.00004325819,0.00001661608,0.00008547121,0.00108071,0.000002073903,0.0002425339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001895515,"threshold_uncertainty_score":0.006638825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688755708810088,"score_gpt":0.3123849161871872,"score_spread":0.2854973590990864,"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."}}