{"id":"W2738725763","doi":"10.1016/j.copsyc.2017.07.020","title":"Ideation-to-action theories of suicide: a conceptual and empirical update","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":659,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; American Foundation for Suicide Prevention","keywords":"Psychology; Suicidal ideation; Action (physics); Psychological Theory; Interpersonal communication; Empirical research; Vulnerability (computing); Ideation; Empirical evidence; Suicide prevention; Poison control; Social psychology; Cognitive psychology; Epistemology; Cognitive science; Computer security; Medicine","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":[0.005967936,0.001247826,0.002754638,0.002788278,0.0006786243,0.003030821,0.002812254,0.002860327,0.003726836],"category_scores_gemma":[0.01001556,0.0004732727,0.001127087,0.00310432,0.004735501,0.005791478,0.002100828,0.007121682,0.0007946027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002429006,"about_ca_system_score_gemma":0.007838292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003898251,"about_ca_topic_score_gemma":0.006897796,"domain_scores_codex":[0.998942,0.0003982839,0.000167526,0.0001464481,0.0002971237,0.00004868519],"domain_scores_gemma":[0.9849328,0.01261917,0.0006101677,0.0002347091,0.001345264,0.0002577559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008151865,0.0001375423,0.001473549,0.02469546,0.0002369534,0.000184364,0.0009177497,0.0002764616,0.0001476408,0.03458714,0.01689476,0.9203667],"study_design_scores_gemma":[0.0001186512,0.0002029493,0.01110435,0.07705247,0.001125696,0.00266073,0.002968063,0.0005350629,0.0002664035,0.1319099,0.7718899,0.0001658472],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002467459,0.9945603,0.0004097585,0.003538099,0.0003461564,0.000008196408,0.00001578498,0.000004510199,0.0008704819],"genre_scores_gemma":[0.00237612,0.9956944,0.0003891299,0.0009682755,0.0003980861,0.00001334639,0.00002175865,0.000002100975,0.0001368319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005967936,"threshold_uncertainty_score":0.03156179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4780338706916831,"score_gpt":0.5889141580471206,"score_spread":0.1108802873554374,"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."}}