{"id":"W4311630584","doi":"10.3390/ijerph192316318","title":"Suicidal Ideation, Planning, and Attempts among Canadian Coast Guard and Conservation and Protection Officers","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; Memorial University of Newfoundland; Canadian Institute for Public Safety Research and Treatment; University of Regina","funders":"Fisheries and Oceans Canada","keywords":"Suicidal ideation; Psychiatry; Anxiety; Suicide prevention; Poison control; Major depressive disorder; Population; Injury prevention; Panic disorder; Clinical psychology; Mental health; Residence; Psychology; Generalized anxiety disorder; Occupational safety and health; Demography; Medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006949019,0.000299314,0.0002607805,0.001299399,0.00285617,0.0008913492,0.0009383485,0.0003459406,0.002619205],"category_scores_gemma":[0.002188494,0.0003624679,0.0004541496,0.002532064,0.0005686984,0.0003458152,0.0008440844,0.0006359481,0.0002629258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01344224,"about_ca_system_score_gemma":0.01326057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848684,"about_ca_topic_score_gemma":0.9930201,"domain_scores_codex":[0.9994699,0.00003123712,0.0000390913,0.00005443628,0.0002377174,0.0001675801],"domain_scores_gemma":[0.9988428,0.00004808798,0.0003095317,0.00004965194,0.0003920493,0.0003576973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000481013,0.00004559689,0.9876754,0.00003765119,0.00002556201,0.0001015555,0.003681623,0.00003155574,0.00008529539,0.0000634462,0.001975268,0.006228831],"study_design_scores_gemma":[0.000004271826,0.00002285865,0.9944167,0.00004007385,0.00001243197,0.0000695467,0.004465104,0.00005740605,0.00001905692,0.00001685422,0.0008671061,0.000008581571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956657,0.0002881468,0.00002683004,0.0002624848,0.000007023225,0.00004728818,0.001821888,0.000004177202,0.001876396],"genre_scores_gemma":[0.9961244,0.0004961265,0.0001438562,0.0001076228,0.000004328737,0.00002430501,0.001661352,0.000002341061,0.001435663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01513159,"threshold_uncertainty_score":0.09753066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049104179010534,"score_gpt":0.3877246444285213,"score_spread":0.2828142265274679,"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."}}