{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908035,0.0001275171,0.0002568594,0.0001504503,0.000208286,0.000005725553,0.0001520361,0.00009692896,0.0002199625],"category_scores_gemma":[0.001793907,0.0001051665,0.00002320871,0.0002695045,0.0000795845,0.0003102484,0.0001492498,0.0004103827,0.0004054057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002107179,"about_ca_system_score_gemma":0.0001373916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200256,"about_ca_topic_score_gemma":0.0001630811,"domain_scores_codex":[0.9980308,0.0004639637,0.0004554232,0.0002234307,0.0002277827,0.0005986402],"domain_scores_gemma":[0.9986117,0.0005818185,0.0001619193,0.0002767403,0.0001260144,0.0002418133],"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":[0.0006357329,0.0002426258,0.1319733,0.0002728898,0.00006648787,0.000247708,0.03918935,0.000004828188,0.00006965257,0.0004905174,0.7266406,0.1001662],"study_design_scores_gemma":[0.000761513,0.00006345776,0.4355521,0.00006493157,0.000009397122,0.00001593877,0.02013428,0.000002006216,8.304863e-7,0.0001813377,0.5431276,0.00008659784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7995844,0.001669807,0.00001177413,0.04533057,0.003003797,0.0009261578,0.000003191542,0.00008095709,0.1493893],"genre_scores_gemma":[0.9755494,0.0003493874,0.00006831955,0.006464527,0.000851702,0.003952624,0.00001011538,0.00001936894,0.01273457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3035788,"threshold_uncertainty_score":0.5210806,"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."}}