{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007748935,0.000109684,0.0002220636,0.0004832372,0.0004927992,0.0007868389,0.0001415614,0.0003659141,0.002085549],"category_scores_gemma":[0.006331171,0.0001148738,0.0003773635,0.0004994941,0.0002538346,0.000451122,0.0005040008,0.000442839,0.0001806734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004705552,"about_ca_system_score_gemma":0.0004981243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008500651,"about_ca_topic_score_gemma":0.0125701,"domain_scores_codex":[0.9993105,0.0002526735,0.00007533383,0.00004103383,0.0001666271,0.000153899],"domain_scores_gemma":[0.9971964,0.0008673819,0.0008568905,0.00005195417,0.0002799818,0.0007474701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004294021,0.0002213638,0.9716839,0.00007988119,0.00009007335,0.00056218,0.007338145,0.0001465924,0.0005730602,0.00007250273,0.00089602,0.01790696],"study_design_scores_gemma":[0.00004587123,0.0008887199,0.9758307,0.00006566065,0.00005776468,0.001910037,0.01823235,0.00046954,0.0002006579,0.0001091702,0.002149864,0.00003957108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988225,0.0001570225,0.00002683778,0.0001803279,0.000002632191,0.000007312932,0.00009190654,0.000001448508,0.0007099993],"genre_scores_gemma":[0.9994043,0.0001083535,0.00008939381,0.0001221087,0.000004263052,0.000005595826,0.00008047772,7.564653e-7,0.0001846873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008500651,"threshold_uncertainty_score":0.01690233,"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."}}