{"id":"W2913884900","doi":"","title":"Alberta Family Physician Electronic Endoscopy study: Quality of 1769 colonoscopies performed by rural Canadian family physicians.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Canadian Patient Safety Institute; University of Alberta","funders":"","keywords":"Colonoscopy; Medicine; Adenoma; Observational study; Colorectal cancer; Endoscopy; General surgery; Adverse effect; Internal medicine; Prospective cohort study; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006827885,0.0003371239,0.0002574913,0.001199568,0.0009641617,0.0006053682,0.0008020718,0.0003518714,0.001702282],"category_scores_gemma":[0.002162789,0.0003371583,0.0003150564,0.002932083,0.0003598213,0.0002917598,0.000532875,0.0003861076,0.0002533839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009161191,"about_ca_system_score_gemma":0.007885793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9561359,"about_ca_topic_score_gemma":0.9629413,"domain_scores_codex":[0.9993349,0.00005942403,0.00004126393,0.00009189969,0.0003357725,0.0001367287],"domain_scores_gemma":[0.9980187,0.0001330691,0.0007239047,0.00006185738,0.0006437933,0.0004185795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001209096,0.00003382425,0.9966165,0.00003752043,0.0000449295,0.00005253121,0.0001407407,0.00007525725,0.00008841353,0.00001318344,0.0008890588,0.001887136],"study_design_scores_gemma":[0.00001387644,0.00002692095,0.9993986,0.000009969324,0.00001610317,0.00003271975,0.0001643078,0.0001034308,0.00001773165,0.000003050364,0.0002104447,0.000002984708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988957,0.000605022,0.0001287197,0.0001602366,0.000008879754,0.00006543366,0.008638298,0.00001500012,0.001421563],"genre_scores_gemma":[0.9956216,0.0002531226,0.0002312345,0.00007676438,0.000007727667,0.00003091928,0.003195505,0.000002863633,0.0005802125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04386407,"threshold_uncertainty_score":0.08824474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978137342841117,"score_gpt":0.2698899222228536,"score_spread":0.2501085487944424,"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."}}