{"id":"W2991505316","doi":"10.1176/appi.ps.201900244","title":"Survey of Australian and Canadian Community Pharmacists’ Experiences With Patients at Risk of Suicide","year":2019,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"IWK Health Centre; University of Wollongong; Dalhousie University; ACT Government","keywords":"Logistic regression; Preparedness; Suicide prevention; Medicine; Mental health; Psychiatry; Occupational safety and health; Family medicine; Injury prevention; Poison control; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004167678,0.0001745992,0.0003398878,0.000185085,0.0001815236,0.000009257263,0.0003335033,0.00006984309,0.0007693119],"category_scores_gemma":[0.000007703462,0.0001376425,0.00003673558,0.0004482853,0.00009974301,0.00007621881,0.00006105601,0.0001674985,0.00003864946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002132365,"about_ca_system_score_gemma":0.00003341342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7008258,"about_ca_topic_score_gemma":0.6011618,"domain_scores_codex":[0.9985378,0.0004355068,0.0003242003,0.0002182886,0.0001886129,0.0002955243],"domain_scores_gemma":[0.9986922,0.0002644712,0.0003327079,0.0003995538,0.000175245,0.0001358348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002225328,0.0001188437,0.9691588,0.0001106819,0.0001847525,5.286613e-7,0.02972622,0.000001108505,0.000003304768,0.00000562483,0.0003164301,0.0001512129],"study_design_scores_gemma":[0.001199952,0.0003349102,0.9644531,0.000003477101,0.00006546212,0.000001742393,0.03364144,0.000004592011,0.0000514589,0.00001312741,0.00008210795,0.0001486218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933757,0.0009308665,1.324916e-7,0.00002822844,0.0004706918,0.0002652238,0.0002098145,0.00001251131,0.004706809],"genre_scores_gemma":[0.9994385,0.00006757736,0.00004022885,0.0001200602,0.00001425948,0.00001735477,0.00004882588,0.00001414764,0.0002390881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.099664,"threshold_uncertainty_score":0.8423426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093493415543293,"score_gpt":0.3062509915460468,"score_spread":0.2753160573906139,"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."}}