{"id":"W2904292081","doi":"10.2196/11938","title":"Evaluating Information Quality of Revised Patient Education Information on Colonoscopy: It Is New But Is It Improved?","year":2018,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"Merck Canada; Research Manitoba","keywords":"Colonoscopy; Information quality; Quality (philosophy); Patient education; Medicine; Computer science; Medical physics; Information system; Internal medicine; Family medicine; Engineering; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.06849689,0.0004412121,0.001252269,0.002800245,0.0004955407,0.002129318,0.0007376798,0.001104358,0.002867535],"category_scores_gemma":[0.2691676,0.0003998013,0.002308549,0.002293264,0.001052582,0.002712639,0.001437747,0.001292804,0.0002844501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00210648,"about_ca_system_score_gemma":0.001628911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026549,"about_ca_topic_score_gemma":0.002442753,"domain_scores_codex":[0.9537861,0.02311986,0.008516468,0.001221076,0.01260363,0.000752831],"domain_scores_gemma":[0.5824616,0.3059822,0.07206281,0.008292885,0.0273357,0.0038648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01741449,0.002979906,0.7319002,0.004340785,0.002107024,0.000227511,0.01074918,0.001395329,0.00185905,0.0004141196,0.003418231,0.2231942],"study_design_scores_gemma":[0.001550645,0.01708647,0.961602,0.001619955,0.001738884,0.0004702786,0.003707378,0.004336169,0.003521396,0.0004674102,0.003679143,0.0002201735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930798,0.001726244,0.001429675,0.0005889855,0.00005465479,0.0007025371,0.0004867803,0.00004695425,0.001884283],"genre_scores_gemma":[0.9906748,0.001007799,0.006205555,0.000360181,0.00008315168,0.0007220902,0.00063607,0.0000172364,0.0002931738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06849689,"threshold_uncertainty_score":0.3622505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1668905399611126,"score_gpt":0.5559277441441448,"score_spread":0.3890372041830322,"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."}}