{"id":"W2760888419","doi":"10.1093/pch/19.6.e35-171","title":"175: Procedural Skills in Pediatric Residency and in Practice","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Medicine; Residency training; Family medicine; Medical education; Graduate medical education; Continuing education; Accreditation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000924245,0.0001579261,0.0001393138,0.000680389,0.000775439,0.0006435338,0.000366109,0.0003896834,0.008349475],"category_scores_gemma":[0.008667668,0.0001684037,0.0001358305,0.0006239268,0.0007385517,0.0004818522,0.0007274859,0.0007203107,0.0007226584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002910426,"about_ca_system_score_gemma":0.006582518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07444497,"about_ca_topic_score_gemma":0.1219738,"domain_scores_codex":[0.9985381,0.0002464147,0.0001096213,0.0000685323,0.0007594759,0.0002778588],"domain_scores_gemma":[0.9946417,0.0006208624,0.001333881,0.00004785075,0.001111724,0.002244027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004475517,0.000273181,0.8905988,0.0003677156,0.00001477636,0.0007301553,0.004346108,0.0001959361,0.0007534249,0.0007460717,0.02801944,0.07390968],"study_design_scores_gemma":[0.000002904911,0.00007310902,0.986867,0.000147646,0.000002547009,0.0007994486,0.001822304,0.00006238983,0.00008256297,0.00008437705,0.01005045,0.000005392183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457937,0.007113674,0.0004087611,0.007388865,0.0003538673,0.0001532879,0.0007798263,0.00004328919,0.03796462],"genre_scores_gemma":[0.989391,0.003424942,0.0007700723,0.001264625,0.0001562899,0.000082028,0.0004332714,0.00001199546,0.004465701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07444497,"threshold_uncertainty_score":0.1480233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007747693641986152,"score_gpt":0.3286162374087798,"score_spread":0.3208685437667937,"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."}}