{"id":"W1894631676","doi":"10.1155/2013/615206","title":"Patient Satisfaction with the Endoscopy Experience and Willingness to Return in a Central Canadian Health Region","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"University of Manitoba","keywords":"Endoscopy; Medicine; Logistic regression; Patient satisfaction; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008141667,0.00007884661,0.0001809697,0.0002513734,0.00009465084,0.00002293843,0.0000372792,0.00003316916,0.00002367797],"category_scores_gemma":[0.00002676931,0.00005486284,0.00002030523,0.0001237799,0.00007195272,0.00007829144,0.00000344656,0.0002374665,6.508642e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005575626,"about_ca_system_score_gemma":0.0007558048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7670826,"about_ca_topic_score_gemma":0.9816669,"domain_scores_codex":[0.999134,0.00007167224,0.0001922448,0.0001073332,0.00007790345,0.0004168558],"domain_scores_gemma":[0.9986412,0.000009818122,0.0001067098,0.00008301382,0.00009056845,0.001068668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001210259,0.000002585339,0.9842252,0.000004686751,0.000009774778,0.0001017435,0.003696746,0.00003939683,0.00003219362,0.000002017142,0.001123608,0.009551824],"study_design_scores_gemma":[0.0005886461,0.009870578,0.9844694,0.0001007804,0.000005981603,0.00241941,0.001135217,0.00004746905,0.00002059804,0.000005545588,0.001305066,0.0000313232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788668,0.000112248,0.0003069818,0.02023944,0.0002023372,0.0002462466,0.000002138549,0.000002170738,0.00002165717],"genre_scores_gemma":[0.9956481,0.00001456378,0.0001933898,0.004053668,0.00006312156,0.00001225947,6.507493e-7,0.000007193448,0.000007013888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2145844,"threshold_uncertainty_score":0.2344685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101339292115642,"score_gpt":0.2257374064664952,"score_spread":0.215603477254931,"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."}}