{"id":"W2965340197","doi":"10.1111/jpc.14543","title":"Clinical skills should be prized","year":2019,"lang":"en","type":"article","venue":"Journal of Paediatrics and Child Health","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pallor; Capillary refill; Physical examination; Vital signs; Bronchiolitis; Intensive care medicine; Asthma; Appropriate Use Criteria; Pediatrics; Surgery; Psychiatry; Blood pressure; Internal medicine","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":[0.0141456,0.0014893,0.002118528,0.001895927,0.00592039,0.01612453,0.002452914,0.007677716,0.103995],"category_scores_gemma":[0.09100939,0.0006098796,0.001200509,0.001256251,0.009001464,0.009807622,0.01849489,0.01514071,0.06499232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004399459,"about_ca_system_score_gemma":0.01147799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0016185,"about_ca_topic_score_gemma":0.002506008,"domain_scores_codex":[0.9706634,0.008314091,0.001240485,0.002337838,0.01241195,0.005032244],"domain_scores_gemma":[0.881377,0.01215723,0.00346469,0.006965124,0.02516609,0.07086981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006909225,0.00007327541,0.0005645861,0.0001287252,0.0000192239,0.0002427595,0.0005221814,0.00006177003,0.0001745721,0.00917456,0.9373116,0.05165761],"study_design_scores_gemma":[0.00004127161,0.00010856,0.0016101,0.0006425753,0.000008176296,0.001059452,0.001723861,0.00009250826,0.00007959332,0.02142347,0.9731643,0.00004616953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002227172,0.01228199,0.002576289,0.7123505,0.165708,0.0001557643,0.0002332973,0.0004683313,0.1039987],"genre_scores_gemma":[0.07689382,0.01457217,0.004732523,0.4667315,0.08809832,0.0004501911,0.0005730969,0.0009325366,0.3470158],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.103995,"threshold_uncertainty_score":0.3478978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888031534061616,"score_gpt":0.407886988316111,"score_spread":0.3790066729754948,"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."}}