{"id":"W2793032789","doi":"10.1093/jcag/gwy009.232","title":"A232 AUTOMATED TELEPHONE REMINDER TO IMPROVE BOWEL PREPARATION QUALITY FOR COLONOSCOPY","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Colonoscopy; Medicine; Randomized controlled trial; Informed consent; Bowel preparation; Telephone call; Phone; Randomization; Colorectal cancer; Medical emergency; Surgery; Alternative medicine; Internal medicine; Computer science; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00180833,0.0004297553,0.0009337461,0.0005405886,0.0003169037,0.0005579165,0.0004571137,0.001060658,0.009406202],"category_scores_gemma":[0.004446113,0.0002055019,0.001099612,0.0003892087,0.0001984236,0.0003725873,0.000373236,0.000723091,0.0007519148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420431,"about_ca_system_score_gemma":0.0005832207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004278343,"about_ca_topic_score_gemma":0.000553116,"domain_scores_codex":[0.9978126,0.001396387,0.0001624891,0.000157398,0.0003553953,0.0001156901],"domain_scores_gemma":[0.9979526,0.0009780891,0.0005007987,0.0001315143,0.0001330117,0.0003038996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2914535,0.119987,0.008470804,0.005421348,0.00234126,0.0001551655,0.0003538273,0.001166878,0.0122501,0.0003764913,0.006218147,0.5518054],"study_design_scores_gemma":[0.1468668,0.7628881,0.07257466,0.000518742,0.001514967,0.0002051065,0.0001511401,0.001931467,0.0052139,0.0002355301,0.00783591,0.00006369993],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844005,0.00320083,0.001554027,0.0005075504,0.0005690291,0.005481519,0.0005096373,0.0001858206,0.003590984],"genre_scores_gemma":[0.9830762,0.001544441,0.006259449,0.0006198069,0.0004635857,0.005361116,0.0002785359,0.000014506,0.002382293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009406202,"threshold_uncertainty_score":0.0314669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385940023036963,"score_gpt":0.3117336505251448,"score_spread":0.2978742502947752,"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."}}