{"id":"W1964633828","doi":"10.1016/j.gie.2008.06.024","title":"Factors influencing patient satisfaction when undergoing endoscopic procedures","year":2009,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Patient satisfaction; Endoscopy; Odds ratio; Colonoscopy; Prospective cohort study; Physical therapy; Telephone interview; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000764225,0.0002469624,0.0002702773,0.0001796609,0.0001577412,0.00004685688,0.00004621778,0.00004285098,0.00008997821],"category_scores_gemma":[0.0008544842,0.0002144254,0.0001060606,0.0001945837,0.00003676967,0.0001764541,0.00002045495,0.0002992497,0.00001771518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042923,"about_ca_system_score_gemma":0.0002682096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002925774,"about_ca_topic_score_gemma":0.000209979,"domain_scores_codex":[0.9985608,0.00004188354,0.0003101756,0.0003532499,0.0003446603,0.0003892444],"domain_scores_gemma":[0.9991955,0.0001443767,0.0001480708,0.0001989233,0.0001081514,0.0002049358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003232667,0.0001199836,0.6914747,0.0001656796,0.00003222198,0.00007004196,0.001195969,0.0002445314,0.2732688,0.00009358178,0.0004877605,0.02961406],"study_design_scores_gemma":[0.001311557,0.01327254,0.9553605,0.001334314,0.00007286078,0.001690508,0.0008030928,0.0001871356,0.02506408,0.0006444224,0.00005561025,0.0002034037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891121,0.0000968196,0.007601715,0.0002742182,0.0001429629,0.0003232044,0.000002489343,0.0003604743,0.002086037],"genre_scores_gemma":[0.9746611,0.000004782827,0.02477643,0.0002938335,0.0001427482,0.00001365864,0.000007697974,0.00001982947,0.00007998401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2638858,"threshold_uncertainty_score":0.8744014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068246648858712,"score_gpt":0.2666937135182084,"score_spread":0.2460112470296212,"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."}}