{"id":"W154949740","doi":"10.1155/2006/685960","title":"Practice Audit in Gastroenterology (Page) Program: A Novel Approach to Continuing Professional Development","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McGill University; William Osler Health System; AstraZeneca (Canada); Credit Valley Hospital; McMaster University","funders":"MedImmune; Ontario Ministry of Health and Long-Term Care; AstraZeneca Canada; GlaxoSmithKline; Abbott Laboratories","keywords":"Medicine; Audit; Colonoscopy; Internal medicine; General surgery; Colorectal cancer; Gastroenterology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03396876,0.0002596781,0.0002588081,0.001382684,0.004136629,0.004101222,0.001499222,0.0009387693,0.001869938],"category_scores_gemma":[0.05665895,0.0004006006,0.0002497192,0.00115806,0.005206361,0.003193577,0.007401784,0.001918856,0.0002994536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006046189,"about_ca_system_score_gemma":0.02488636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002830429,"about_ca_topic_score_gemma":0.008120763,"domain_scores_codex":[0.941599,0.04922477,0.001561901,0.001619337,0.004683177,0.001311875],"domain_scores_gemma":[0.9202532,0.04604735,0.008134525,0.005845441,0.01103842,0.008681081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001483151,0.001021992,0.0339602,0.001578724,0.000031062,0.0007227469,0.3908165,0.0003559587,0.003262197,0.01077596,0.01380773,0.5435185],"study_design_scores_gemma":[0.0003117902,0.003445908,0.08233489,0.003513277,0.0001024428,0.005313779,0.5181442,0.006453511,0.006557306,0.01927234,0.3542064,0.0003441541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7398856,0.001350692,0.1472239,0.05573475,0.0006453279,0.007530404,0.0001694872,0.0006002505,0.04685955],"genre_scores_gemma":[0.8571057,0.0005649317,0.1331508,0.003166067,0.000131535,0.001974373,0.00003938692,0.00003996767,0.003827408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03396876,"threshold_uncertainty_score":0.1796461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448310072418039,"score_gpt":0.2725136179436553,"score_spread":0.2580305172194749,"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."}}