{"id":"W4384567058","doi":"10.1136/archdischild-2023-rcpch.712","title":"860 Excellence exchanges to improve regional paediatric training","year":2023,"lang":"en","type":"article","venue":"","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Quarter (Canadian coin); Medical education; Champion; Psychology; Medicine; Political science","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":[0.01759111,0.0004102454,0.0003172271,0.0007927619,0.002519006,0.004225923,0.001736225,0.00235423,0.07910915],"category_scores_gemma":[0.0253171,0.0005458203,0.0007849158,0.0006718641,0.001193027,0.003918816,0.01591584,0.002433874,0.01956989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003982794,"about_ca_system_score_gemma":0.02090799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005282116,"about_ca_topic_score_gemma":0.0145611,"domain_scores_codex":[0.9808624,0.01046358,0.001009976,0.0007786267,0.00304719,0.003838233],"domain_scores_gemma":[0.9636996,0.002823811,0.002517117,0.002227637,0.005691301,0.02304062],"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":[0.0001924704,0.0005615856,0.01492344,0.001214362,0.00003303601,0.0007381971,0.006704367,0.001129554,0.001317311,0.01627223,0.7010385,0.255875],"study_design_scores_gemma":[0.00009264091,0.000822755,0.04404468,0.0008145014,0.0000173425,0.0007141272,0.01234618,0.0005821868,0.0008996633,0.002820255,0.9367737,0.00007204238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1420265,0.005615524,0.02498131,0.2955618,0.01260915,0.003272942,0.001647503,0.002868093,0.5114171],"genre_scores_gemma":[0.5598132,0.003377102,0.06701452,0.04121546,0.002980295,0.001869593,0.00221172,0.0009949087,0.3205233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07910915,"threshold_uncertainty_score":0.2646465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1515408007193554,"score_gpt":0.4222541499719825,"score_spread":0.2707133492526271,"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."}}