{"id":"W3125022801","doi":"","title":"What are your differential diagnoses, and diagnostic and therapeutic plans?","year":2003,"lang":"en","type":"article","venue":"Canadian veterinary journal","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Differential (mechanical device); Medical physics; Medicine; Computer science; Psychology; Engineering; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001007076,0.0001583488,0.0002418876,0.0001551142,0.0002105967,0.0001710939,0.00005155955,0.0000954748,0.0003526571],"category_scores_gemma":[0.0001125329,0.0001302098,0.00004856623,0.0000458148,0.00007774176,0.0001163087,0.00001367527,0.0003062009,0.000003743772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009948514,"about_ca_system_score_gemma":0.0001461326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005807226,"about_ca_topic_score_gemma":0.001577425,"domain_scores_codex":[0.9991719,0.00005779227,0.0001709659,0.0001601187,0.0001061851,0.0003330145],"domain_scores_gemma":[0.9988871,0.0001056967,0.00006289184,0.0001283724,0.00003057632,0.0007853215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00012477,0.00009608533,0.8806459,0.0001825512,0.0002485437,0.02140509,0.001226772,4.068602e-7,0.0008558623,0.001798953,0.004146957,0.08926807],"study_design_scores_gemma":[0.00103553,0.0009160741,0.872741,0.0004071552,0.0001085514,0.03618287,0.0008189493,0.00001144346,0.0000507122,0.0009184863,0.08658078,0.0002284738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894741,0.007673916,0.00004873055,0.001785863,0.0004619843,0.000161498,0.00001143097,0.00002050679,0.0003619569],"genre_scores_gemma":[0.9913406,0.006337515,0.0002248557,0.001580101,0.0001377329,0.000007376895,0.000002940081,0.00002377667,0.0003450803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08903959,"threshold_uncertainty_score":0.53098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03954917760286931,"score_gpt":0.2922931356663253,"score_spread":0.252743958063456,"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."}}