{"id":"W2510051427","doi":"10.1177/0300985816664793","title":"Making the Diagnosis","year":2016,"lang":"en","type":"letter","venue":"Veterinary Pathology","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Pathology","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":[0.005098793,0.0007982315,0.001208235,0.00157634,0.006556623,0.006615719,0.002703516,0.056452,0.0144794],"category_scores_gemma":[0.04825658,0.001020201,0.00185308,0.0005839616,0.007361688,0.009087063,0.00552646,0.06162862,0.008444824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004529266,"about_ca_system_score_gemma":0.008891894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004397133,"about_ca_topic_score_gemma":0.007160623,"domain_scores_codex":[0.9924266,0.002415072,0.00108467,0.0009107408,0.001902629,0.001260387],"domain_scores_gemma":[0.980505,0.007007446,0.001761127,0.0008998695,0.003962188,0.005864382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00006246849,0.0001290397,0.00559973,0.0001636887,0.00003990018,0.04138904,0.001266527,0.0002040301,0.0008184099,0.01418382,0.9037616,0.03238169],"study_design_scores_gemma":[0.00009822619,0.0001394781,0.002352642,0.002242409,0.00007805484,0.06065689,0.005715349,0.0009782478,0.0004629881,0.08804073,0.8390915,0.0001434225],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008461525,0.001285252,0.0004493021,0.9700269,0.01889619,0.00002070668,0.00001807084,0.00001913136,0.008438329],"genre_scores_gemma":[0.02313086,0.003073461,0.00251376,0.8691974,0.08545534,0.00005111872,0.00005776732,0.00003398441,0.01648626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.056452,"threshold_uncertainty_score":0.04843843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5865548460874243,"score_gpt":0.5478156470458273,"score_spread":0.03873919904159695,"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."}}