{"id":"W3014950448","doi":"10.25011/cim.v43i1.33648","title":"A new suicide risk assessment tool in Nova Scotia, Canada","year":2020,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Medicine; Ninth; Risk assessment; Suicide prevention; Suicide Risk; Medical emergency; Poison control; Family medicine; Psychiatry; Gerontology; Geography; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00251962,0.0004408659,0.0007120041,0.002891794,0.002842229,0.002209321,0.00150454,0.0005424542,0.007198898],"category_scores_gemma":[0.01183974,0.0003673485,0.0007963356,0.002991944,0.0004028245,0.0006603791,0.001441561,0.001062234,0.0009638389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03477817,"about_ca_system_score_gemma":0.08101656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9744369,"about_ca_topic_score_gemma":0.9892038,"domain_scores_codex":[0.9977652,0.0003009675,0.0002769945,0.0001461643,0.001237265,0.0002734101],"domain_scores_gemma":[0.9913113,0.0008481046,0.000554077,0.0001106149,0.006064941,0.001110916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001063874,0.001309691,0.5553527,0.0009085777,0.0002021194,0.0009602838,0.002956423,0.00115607,0.001122609,0.001463145,0.1069311,0.3265733],"study_design_scores_gemma":[0.0002346852,0.0002495677,0.9591935,0.0009215113,0.00008612828,0.0003808197,0.001928667,0.002669299,0.000316114,0.0002364306,0.03366289,0.0001204103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8096769,0.008681831,0.004856474,0.009916046,0.0009547692,0.008683499,0.06122353,0.0007309262,0.09527587],"genre_scores_gemma":[0.886062,0.008260044,0.04133319,0.001940874,0.0001088117,0.005500626,0.03133339,0.000205481,0.02525572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03477817,"threshold_uncertainty_score":0.2523345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2182245231765784,"score_gpt":0.4140302070093144,"score_spread":0.1958056838327359,"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."}}