{"id":"W2944277786","doi":"10.1111/acem.13775","title":"Hot Off the Press: Assessing Risk of Future Suicidality in Emergency Department Patients","year":2019,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Medicine; Emergency department; Suicidal ideation; Observational study; Poison control; Gestalt psychology; Cohort study; Suicide prevention; MEDLINE; Family medicine; Psychiatry; Medical emergency; 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":[0.00164617,0.0003853088,0.0005407254,0.00114482,0.0003006998,0.000831909,0.0005425161,0.0005985989,0.003830543],"category_scores_gemma":[0.009138961,0.0002841541,0.0006968985,0.0008113462,0.0001502247,0.0009253654,0.0005522296,0.0007925708,0.0008202748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985667,"about_ca_system_score_gemma":0.0004740956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024877,"about_ca_topic_score_gemma":0.002145528,"domain_scores_codex":[0.9987791,0.0005945596,0.0002561159,0.00008199262,0.0002295675,0.00005870046],"domain_scores_gemma":[0.9959736,0.001238801,0.001492646,0.0001297253,0.0006262505,0.0005388165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008080901,0.0004489681,0.9674696,0.0002326694,0.0002180297,0.0001394331,0.0001233766,0.00009279233,0.00008486761,0.00003849671,0.002457946,0.02788562],"study_design_scores_gemma":[0.0001900981,0.001829045,0.9934387,0.0001901661,0.0001699742,0.00103193,0.0005242377,0.001072964,0.0001524402,0.00009084634,0.001287318,0.00002230721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9889903,0.00232324,0.0004187167,0.00112709,0.0001101121,0.00055931,0.002651112,0.00005193452,0.003768209],"genre_scores_gemma":[0.9923255,0.001306364,0.002701584,0.0005132848,0.0001875561,0.0004583992,0.001496583,0.000008269357,0.001002372],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003830543,"threshold_uncertainty_score":0.01281446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05437698426701819,"score_gpt":0.3701969219881917,"score_spread":0.3158199377211734,"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."}}