{"id":"W2983676998","doi":"10.22233/20412495.1119.22","title":"Clinical conundrum","year":2019,"lang":"en","type":"article","venue":"BSAVA Companion","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polyuria; Polydipsia; Labrador Retriever; Medicine; Disenchantment; Psychoanalysis; Psychology; Political science; Surgery; Law; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001021454,0.001616032,0.001089636,0.002868746,0.002748605,0.002718968,0.002403284,0.01114565,0.01981021],"category_scores_gemma":[0.01286932,0.0006579959,0.0008051267,0.001836709,0.003893648,0.00370395,0.002154173,0.008720168,0.008420781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445175,"about_ca_system_score_gemma":0.001984977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237674,"about_ca_topic_score_gemma":0.002067112,"domain_scores_codex":[0.9983585,0.0003597247,0.0001911611,0.0003216295,0.0002940686,0.0004748995],"domain_scores_gemma":[0.99566,0.001050314,0.0005561164,0.0002852288,0.001021932,0.001426386],"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":[0.00008719576,0.00007715405,0.005860172,0.0001998672,0.00001434972,0.9178014,0.000249342,0.0002029597,0.0004031906,0.004462314,0.05463669,0.0160055],"study_design_scores_gemma":[0.00005392613,0.0000511479,0.001557054,0.0005128606,0.00001065992,0.950792,0.0005288502,0.0003745948,0.000153969,0.004936895,0.0410062,0.0000219076],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09465773,0.07491645,0.008854763,0.4230188,0.0252071,0.0006520009,0.000900087,0.0009204676,0.3708726],"genre_scores_gemma":[0.741109,0.02986975,0.004454818,0.1317475,0.04328257,0.0003053981,0.0009327926,0.0001719569,0.0481262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01981021,"threshold_uncertainty_score":0.06627172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4672796519786981,"score_gpt":0.589517251505166,"score_spread":0.1222375995264678,"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."}}