{"id":"W1976548647","doi":"10.1308/147363508x307553","title":"Post-CCT fellowships","year":2008,"lang":"en","type":"article","venue":"Bulletin of The Royal College of Surgeons of England","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certificate; Excellence; Medicine; Medical education; Feeling; Management; Psychology; Political science; Computer 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":[0.005330031,0.0002689776,0.0003966361,0.001534757,0.003828552,0.002756273,0.001468475,0.002440208,0.09868816],"category_scores_gemma":[0.03956639,0.0002913245,0.0007727064,0.001197815,0.001009886,0.001594482,0.005870337,0.00490296,0.02050088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002826424,"about_ca_system_score_gemma":0.0096017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707745,"about_ca_topic_score_gemma":0.01879623,"domain_scores_codex":[0.9939426,0.0008312976,0.000224793,0.0002410302,0.001894635,0.002865694],"domain_scores_gemma":[0.9275404,0.003780046,0.002253955,0.003588784,0.01623434,0.04660239],"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":[0.000269283,0.0006581933,0.01549497,0.0003274448,0.00002940484,0.001802634,0.002189699,0.0001432506,0.001233635,0.008273269,0.7499767,0.2196015],"study_design_scores_gemma":[0.0000826393,0.0010929,0.148418,0.0004423425,0.0000222126,0.003079622,0.006749916,0.000201558,0.0007134325,0.002951879,0.8361632,0.00008241295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2187967,0.006450072,0.005314314,0.2049306,0.09377711,0.001808513,0.002996667,0.002281317,0.4636448],"genre_scores_gemma":[0.57228,0.003590557,0.003110743,0.02549946,0.01401582,0.0009385569,0.002478566,0.0006037858,0.3774825],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09868816,"threshold_uncertainty_score":0.3301448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139434460910815,"score_gpt":0.2328280647591466,"score_spread":0.2114337201500385,"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."}}