{"id":"W3095598814","doi":"10.12968/nrec.2020.22.11.4","title":"Supporting residents at risk of self-harm and suicide","year":2020,"lang":"en","type":"article","venue":"Nursing and Residential Care","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Harm; Mental health; Health professionals; Nursing; Deliberate self-harm; Continuing care; Health care; Mental health care; Medicine; Medical emergency; Psychology; Suicide prevention; Psychiatry; Poison control; Political science; Social 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":[0.002832625,0.000238803,0.0003137827,0.0004685283,0.005018187,0.001802567,0.000682754,0.002731757,0.005717552],"category_scores_gemma":[0.01041174,0.0002339191,0.0003610271,0.0003383961,0.001937393,0.002173948,0.001866922,0.003321929,0.0006668615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009152771,"about_ca_system_score_gemma":0.00456718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005086138,"about_ca_topic_score_gemma":0.02307777,"domain_scores_codex":[0.9986246,0.0009640837,0.00003054585,0.00003211606,0.0001729485,0.0001756333],"domain_scores_gemma":[0.9945604,0.002618331,0.0004485805,0.00009340445,0.0007253906,0.00155389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001229293,0.002595193,0.05978163,0.002476966,0.00009584465,0.001710358,0.1404326,0.00009027993,0.001285541,0.006615271,0.3559525,0.428841],"study_design_scores_gemma":[0.00007817686,0.002800481,0.1530522,0.00489637,0.0001589886,0.003720016,0.5922891,0.000137965,0.001023231,0.007796772,0.2339342,0.0001124563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3686909,0.04237257,0.0005985083,0.5156098,0.007005868,0.0001108803,0.00006411459,0.00007898453,0.06546839],"genre_scores_gemma":[0.8198598,0.06601793,0.002288527,0.08384689,0.002929663,0.0001996749,0.00006479923,0.00002719794,0.02476548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005717552,"threshold_uncertainty_score":0.01912707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480238910444002,"score_gpt":0.3424765121515637,"score_spread":0.3176741230471236,"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."}}