{"id":"W4247367626","doi":"10.1136/vr.c1923","title":"Suicide and mental wellbeing among vets","year":2010,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Citation; Library science; Companion animal; Medicine; Psychology; Veterinary medicine; Computer science","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":[0.0002299586,0.0001732981,0.0002163571,0.0007251816,0.00122223,0.0007245333,0.0002206836,0.0007653667,0.002148095],"category_scores_gemma":[0.002240706,0.0001494235,0.0001599362,0.0003972214,0.0007814741,0.0004774807,0.0005661735,0.0007403455,0.0003021023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004945681,"about_ca_system_score_gemma":0.0004076827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003868601,"about_ca_topic_score_gemma":0.005935516,"domain_scores_codex":[0.9997056,0.0001069735,0.00002073765,0.00001953933,0.00006018273,0.00008697253],"domain_scores_gemma":[0.9992869,0.0001300095,0.0002231651,0.00002998029,0.00009852515,0.0002315101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006978223,0.0003251296,0.9368384,0.00003922257,0.00002663468,0.04257461,0.00927099,0.00003022739,0.0006170691,0.0003344239,0.002499019,0.007374375],"study_design_scores_gemma":[0.00001677486,0.0006116433,0.8629335,0.0001356366,0.00002283872,0.09656005,0.03422099,0.0002540691,0.0001732991,0.0004495548,0.004589537,0.00003211531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996762,0.0003687189,0.00001768318,0.0007815284,0.00002621967,0.000006629435,0.00003278243,0.000003726849,0.002000681],"genre_scores_gemma":[0.9991019,0.0002951361,0.00001889246,0.0002073485,0.00002499954,0.000003084145,0.00003193248,7.633293e-7,0.0003160013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003868601,"threshold_uncertainty_score":0.007692158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1935584680347524,"score_gpt":0.4731061950104739,"score_spread":0.2795477269757215,"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."}}