{"id":"W4210813122","doi":"10.2196/preprints.11938","title":"Evaluating Information Quality of Revised Patient Education Information on Colonoscopy: It Is New But Is It Improved? (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Colonoscopy; Readability; CLARITY; Quality (philosophy); Medicine; Preference; Psychology; Bowel preparation; Medical education; Family medicine; Computer science; Colorectal cancer; Mathematics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06293225,0.0002817011,0.0009611759,0.001880904,0.0004775221,0.002683048,0.0006317249,0.000960864,0.00849846],"category_scores_gemma":[0.3503,0.0003227453,0.002077674,0.002262792,0.0007736436,0.002459276,0.00115133,0.001075877,0.0007984221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982316,"about_ca_system_score_gemma":0.001792307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002319598,"about_ca_topic_score_gemma":0.002223231,"domain_scores_codex":[0.9616589,0.02048504,0.007642782,0.0009525212,0.008692823,0.0005679593],"domain_scores_gemma":[0.4656748,0.4281881,0.06131104,0.007850654,0.0337374,0.003238051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02663109,0.004052927,0.523388,0.007141595,0.002581679,0.0001983502,0.01064914,0.001533187,0.001477812,0.0007000162,0.02769093,0.3939552],"study_design_scores_gemma":[0.002094566,0.01481503,0.9585574,0.002963536,0.001470357,0.0002560859,0.003656514,0.003695155,0.003438448,0.0005277875,0.008295913,0.0002292667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844084,0.002547509,0.001678037,0.002638913,0.0003059206,0.001452797,0.002155306,0.0001395861,0.004673438],"genre_scores_gemma":[0.9871216,0.001459556,0.006045722,0.001053208,0.0002702296,0.001376366,0.001749965,0.00005658278,0.0008668029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06293225,"threshold_uncertainty_score":0.3328215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07858098025427669,"score_gpt":0.4071151158101854,"score_spread":0.3285341355559088,"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."}}