{"id":"W2257816323","doi":"","title":"Suicide in veterinary medicine: let's talk about it.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Works and Government Services Canada","funders":"","keywords":"Tragedy (event); Feeling; Population; Suicide prevention; Medicine; Sadness; Psychology; Psychiatry; Poison control; Medical emergency; Social psychology; Anger; Environmental health","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":[0.004842281,0.001334885,0.001654008,0.002172954,0.004465522,0.008188696,0.002297567,0.02149197,0.006712674],"category_scores_gemma":[0.02572066,0.000645525,0.001360041,0.001090901,0.007095736,0.01848484,0.005284416,0.03008766,0.005063983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003054241,"about_ca_system_score_gemma":0.004893853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006215019,"about_ca_topic_score_gemma":0.01022671,"domain_scores_codex":[0.9943848,0.002941055,0.0004436753,0.0003905463,0.001387406,0.0004525951],"domain_scores_gemma":[0.9861262,0.00614658,0.001122434,0.0004029476,0.003852401,0.002349362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007187492,0.0001021978,0.002488216,0.002841337,0.00008889337,0.001549423,0.007033543,0.00007478965,0.000250261,0.004210934,0.8579978,0.1232907],"study_design_scores_gemma":[0.00004077022,0.0003474082,0.004091016,0.01246406,0.00009800463,0.008776366,0.02421547,0.0001137237,0.0001357979,0.01333274,0.9362494,0.0001352276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000893833,0.1825727,0.0004518958,0.7368447,0.07524604,0.00003986014,0.00003927084,0.00005755646,0.003854212],"genre_scores_gemma":[0.01053188,0.207486,0.001055089,0.6581374,0.1168823,0.00008402392,0.00008002044,0.00005839443,0.005684942],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02149197,"threshold_uncertainty_score":0.02560872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.551547846278542,"score_gpt":0.5147700045665037,"score_spread":0.03677784171203835,"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."}}