{"id":"W2944521666","doi":"10.22233/20412495.0519.4","title":"Clinical conundrum","year":2019,"lang":"en","type":"article","venue":"BSAVA Companion","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Labrador Retriever; General surgery; Medicine; Surgery","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":[0.0197738,0.0007116016,0.0008396783,0.001868336,0.004688177,0.006619252,0.003388506,0.01262402,0.04964283],"category_scores_gemma":[0.1343754,0.0005477243,0.0007503536,0.001330239,0.006183612,0.007002247,0.006006482,0.01769987,0.01946352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005771985,"about_ca_system_score_gemma":0.01966208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003079261,"about_ca_topic_score_gemma":0.006285934,"domain_scores_codex":[0.9737733,0.01163976,0.002689881,0.002801606,0.006966693,0.002128768],"domain_scores_gemma":[0.8551514,0.03491691,0.006614317,0.007372783,0.05023973,0.04570477],"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":[0.00003474627,0.00009091189,0.001821504,0.0002054579,0.000012413,0.003207528,0.0007205556,0.0001153499,0.0001273573,0.01533703,0.9127347,0.06559243],"study_design_scores_gemma":[0.00004914048,0.00008674171,0.001094561,0.00240057,0.0000141456,0.0109243,0.002872895,0.0003511823,0.000107752,0.02451699,0.9575455,0.00003622874],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001170592,0.003448577,0.001982805,0.9463851,0.01759662,0.00006942837,0.00006275441,0.000108094,0.02917599],"genre_scores_gemma":[0.06464922,0.0104126,0.006805879,0.834855,0.04653407,0.0004187264,0.00040798,0.0002203459,0.03569618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04964283,"threshold_uncertainty_score":0.1660718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2855790754871309,"score_gpt":0.5272698521334249,"score_spread":0.2416907766462941,"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."}}