{"id":"W1559362816","doi":"10.1155/2013/186284","title":"Current Status of Core and Advanced Adult Gastrointestinal Endoscopy Training in Canada: Survey of Existing Accredited Programs","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; Canadian Association of Gastroenterology; McGill University Health Centre","funders":"","keywords":"Accreditation; Training (meteorology); Core (optical fiber); Endoscopy; Medicine; Medical education; Computer science; Surgery; Geography; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009888823,0.0001543559,0.0001540353,0.001239331,0.001026778,0.0006741571,0.0009726291,0.0003631451,0.002817237],"category_scores_gemma":[0.004405625,0.000178406,0.0001904259,0.00242081,0.0007731609,0.000419865,0.0006981688,0.0004792052,0.0002241001],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01353104,"about_ca_system_score_gemma":0.02594176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9614291,"about_ca_topic_score_gemma":0.9676996,"domain_scores_codex":[0.9983583,0.0001021765,0.00008351608,0.0001310959,0.0008457637,0.0004791801],"domain_scores_gemma":[0.9865931,0.0005338085,0.002215641,0.0001034871,0.005398311,0.00515566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004958511,0.00005151602,0.986624,0.00006652709,0.00001629415,0.00005125566,0.0004599688,0.0001035337,0.0001679347,0.00007817268,0.001958236,0.01037289],"study_design_scores_gemma":[0.000003547486,0.00003008504,0.9976503,0.00003993522,0.000004688258,0.00004176894,0.0008126366,0.0002198674,0.0000411738,0.000006455122,0.001145564,0.00000409558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990612,0.00095602,0.0001731504,0.001691356,0.00001883069,0.0000321018,0.002112218,0.00003495055,0.004369423],"genre_scores_gemma":[0.9979047,0.0005404641,0.0001557324,0.0001507742,0.000009109272,0.000009037002,0.0006100426,0.000003941278,0.0006161676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.986469,"threshold_uncertainty_score":0.09817499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07946118109033423,"score_gpt":0.3063043747734712,"score_spread":0.2268431936831369,"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."}}