{"id":"W2142908586","doi":"10.1308/147363510x537203","title":"Clinical observerships: ENT, head and neck surgery at Toronto University Health Network, Canada","year":2010,"lang":"en","type":"article","venue":"Bulletin of The Royal College of Surgeons of England","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Head and neck; Head and neck surgery; Observer (physics); Medicine; Head (geology); General surgery; Medical education; Surgery; Otorhinolaryngology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005437705,0.0008720156,0.0003053483,0.0008350596,0.004708596,0.001828421,0.001161406,0.001494286,0.3761576],"category_scores_gemma":[0.002245217,0.0005224085,0.0002013168,0.001059695,0.001959033,0.00100386,0.001695279,0.001826604,0.03457577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01514519,"about_ca_system_score_gemma":0.02552321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6029638,"about_ca_topic_score_gemma":0.8967751,"domain_scores_codex":[0.9991034,0.0001028118,0.00004400435,0.0001732492,0.0002317945,0.0003448538],"domain_scores_gemma":[0.9861122,0.0004490275,0.000366235,0.000139987,0.001861025,0.01107161],"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":[0.0004185523,0.0003102271,0.03672326,0.0005065335,0.0000187475,0.003309521,0.002542295,0.0003446246,0.001493384,0.00170468,0.8503491,0.1022792],"study_design_scores_gemma":[0.0001587615,0.0003993738,0.305781,0.0007314169,0.00002677442,0.002873464,0.007268201,0.0006577462,0.0007838753,0.0007710115,0.6804494,0.00009890908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1429176,0.01704737,0.001948136,0.1022944,0.01347382,0.001316518,0.01279014,0.001360459,0.7068517],"genre_scores_gemma":[0.2057,0.00556539,0.00088247,0.003980855,0.001290069,0.0001451659,0.0009252274,0.000233726,0.7812771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3970362,"threshold_uncertainty_score":0.8898355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05815966768041127,"score_gpt":0.3670405005812651,"score_spread":0.3088808329008538,"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."}}