{"id":"W3024411816","doi":"","title":"Hydronephrosis in a dairy calf: A diagnosis delayed by a clinician's Bayesian brain reasoning.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe","funders":"","keywords":"Medicine; Gynecology; Hydronephrosis; Intestinal pseudo-obstruction; Abdomen; Urinary system; Surgery; Internal medicine","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":[0.0007141662,0.0006481187,0.0004213541,0.001042623,0.001186391,0.0008222579,0.00098744,0.003759146,0.001278413],"category_scores_gemma":[0.01079495,0.0005256094,0.0003998108,0.0005021735,0.001383525,0.001166801,0.0006832529,0.002673525,0.0003025398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002092321,"about_ca_system_score_gemma":0.001624072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009507045,"about_ca_topic_score_gemma":0.01475455,"domain_scores_codex":[0.9994515,0.0001164301,0.00006317277,0.00009098649,0.0001082927,0.0001697088],"domain_scores_gemma":[0.9967068,0.001772012,0.0006173769,0.00007698808,0.0002771001,0.0005497711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001037694,0.00004895624,0.02263847,0.00008053995,0.00001620882,0.9694715,0.0004207884,0.000236058,0.0009117434,0.0004821871,0.001289665,0.004300063],"study_design_scores_gemma":[0.00003632611,0.0001293121,0.0140834,0.0001717057,0.00003556043,0.9779266,0.0008044375,0.002602868,0.0008779022,0.001577662,0.001725442,0.0000289134],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464197,0.01051078,0.005068211,0.02588391,0.0004970157,0.0001391192,0.0003282283,0.0001138782,0.01103926],"genre_scores_gemma":[0.9922081,0.001744843,0.002693059,0.002291876,0.0003467725,0.00001183902,0.00006668194,0.00000856425,0.0006283153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009507045,"threshold_uncertainty_score":0.01890343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521977943051741,"score_gpt":0.2610193662437441,"score_spread":0.2457995868132266,"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."}}