{"id":"W2075571348","doi":"10.1111/j.2042-3306.2007.tb01009.x","title":"Does clinical experience make up for failure to keep up to date?","year":2007,"lang":"en","type":"article","venue":"Equine Veterinary Journal","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Citation; Library science; Medicine; Computer science","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":[0.01295069,0.000342698,0.0006331245,0.00282739,0.001659852,0.003887714,0.002128013,0.003036787,0.009890734],"category_scores_gemma":[0.1521748,0.0003724521,0.000764414,0.001518695,0.003470678,0.006628856,0.002128817,0.002324695,0.001353139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462797,"about_ca_system_score_gemma":0.00348146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003369017,"about_ca_topic_score_gemma":0.004243755,"domain_scores_codex":[0.9895262,0.003004353,0.001484594,0.0008391613,0.003294368,0.001851355],"domain_scores_gemma":[0.8678257,0.06633917,0.03160855,0.00557822,0.01703214,0.01161618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001984747,0.0005510957,0.8245128,0.0004167314,0.0002218176,0.005120209,0.01457287,0.000264021,0.0004745978,0.003357822,0.01671191,0.1335976],"study_design_scores_gemma":[0.00009745552,0.0006631115,0.7763596,0.002622008,0.0003725535,0.03594577,0.1073813,0.001961733,0.001324189,0.0228509,0.05014796,0.0002734464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8313745,0.006945227,0.00398162,0.1003208,0.0020472,0.0000931811,0.0004097416,0.0001961916,0.05463161],"genre_scores_gemma":[0.9931252,0.0008207007,0.001193503,0.003362524,0.0002887587,0.00001527906,0.0001103971,0.00003923121,0.001044353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01295069,"threshold_uncertainty_score":0.06849062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019854791164885,"score_gpt":0.469643266444867,"score_spread":0.3676577873283786,"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."}}