{"id":"W2946306746","doi":"10.1097/md.0000000000015738","title":"Information experiences, needs, and preferences of colonoscopy patients","year":2019,"lang":"en","type":"article","venue":"Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"AbbVie Canada; Pfizer Canada; Janssen Canada; Takeda Canada; Merck Canada; Research Manitoba; Mylan; Pfizer","keywords":"Colonoscopy; Medicine; Helpfulness; Patient satisfaction; Family medicine; General surgery; Colorectal cancer; Internal medicine; Surgery; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0000800288,0.00005173892,0.0001585018,0.0001251323,0.00001524666,0.000002379011,0.00002315425,0.00003403326,0.0001926511],"category_scores_gemma":[0.00008288166,0.00003566397,0.000009935374,0.0001817748,0.00006681492,0.0001158653,0.00001294322,0.00005244924,0.000008125323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001461808,"about_ca_system_score_gemma":0.00002150646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000191118,"about_ca_topic_score_gemma":0.000005028787,"domain_scores_codex":[0.9995294,0.000008624434,0.0001623006,0.00004751474,0.0001873659,0.00006480807],"domain_scores_gemma":[0.9996822,0.00002647435,0.00007594139,0.00007971554,0.00008791777,0.00004777703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006219952,0.00006757199,0.8209644,0.0004418106,0.00003644701,3.333566e-7,0.05679518,0.000002075347,0.001411804,0.00009584529,0.003337359,0.1106272],"study_design_scores_gemma":[0.007614911,0.03902781,0.8723409,0.0007614073,0.00008341749,0.00001510136,0.03739558,0.0005533841,0.01288828,0.00007611827,0.02907103,0.0001721233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923317,0.0001715777,0.0000557701,0.0002167434,0.0002779908,0.0002251096,9.01293e-7,0.00002021885,0.006700014],"genre_scores_gemma":[0.9995928,0.00003241554,0.00006762344,0.0001426919,0.00003731473,0.00001414902,0.00001589159,0.000001996874,0.00009512368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1104551,"threshold_uncertainty_score":0.2109394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009779682060554733,"score_gpt":0.2488325250811973,"score_spread":0.2390528430206425,"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."}}