{"id":"W2020386506","doi":"10.3138/jvme.0311.034r","title":"Failure to Acknowledge High Suicide Risk among Veterinarians","year":2011,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Population; Suicide prevention; Family medicine; Occupational safety and health; Mental health; Psychiatry; Substance abuse; Poison control; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002907562,0.0001235635,0.0001878155,0.0006442294,0.0008666096,0.001219295,0.0004985079,0.0005440807,0.00193258],"category_scores_gemma":[0.03016013,0.0002146514,0.0002120867,0.0002666141,0.0005882128,0.0006761334,0.0009833177,0.001012957,0.0004927078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009637925,"about_ca_system_score_gemma":0.001585657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006138531,"about_ca_topic_score_gemma":0.01189759,"domain_scores_codex":[0.9982157,0.0007433628,0.0001777158,0.00009380979,0.0005474735,0.0002220509],"domain_scores_gemma":[0.986239,0.002735201,0.004834057,0.0006481212,0.003287797,0.002255747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004069071,0.00006220909,0.9502452,0.00006844234,0.00003444232,0.000388384,0.01342866,0.00003534333,0.0006539879,0.0001368345,0.00313465,0.03177114],"study_design_scores_gemma":[0.0000167528,0.000276012,0.9191102,0.000322716,0.00003377971,0.003082061,0.06370562,0.0006576604,0.0005693514,0.0003492288,0.01184589,0.00003057245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947507,0.0004233457,0.0001950686,0.002071038,0.00004848322,0.00001620491,0.00002702624,0.00001439649,0.002453697],"genre_scores_gemma":[0.9983127,0.000338028,0.000170202,0.000654482,0.0000275575,0.000008044061,0.00003384869,0.000003187956,0.000451914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006138531,"threshold_uncertainty_score":0.01537681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3742569195587039,"score_gpt":0.51778886261839,"score_spread":0.1435319430596861,"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."}}