{"id":"W2464187725","doi":"10.1155/2016/2179354","title":"Comorbid Illness, Bowel Preparation, and Logistical Constraints Are Key Reasons for Outpatient Colonoscopy Nonattendance","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Colonoscopy; Attendance; Family medicine; Emergency medicine; Internal medicine; Colorectal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001871743,0.0001010734,0.000350311,0.0001424345,0.0001295126,0.000007856308,0.00004223678,0.0001346922,0.00003979676],"category_scores_gemma":[0.0003326994,0.00007547977,0.00004662879,0.0000252636,0.0008275504,0.00004764004,0.000008721582,0.0001467979,9.476021e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008355954,"about_ca_system_score_gemma":0.0003309221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002122673,"about_ca_topic_score_gemma":0.03458505,"domain_scores_codex":[0.9991708,0.00007173965,0.0002687078,0.0001635568,0.00004510122,0.000280045],"domain_scores_gemma":[0.9989568,0.000117573,0.0001925556,0.00007430613,0.0002246758,0.0004340851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01239843,0.00001969459,0.9819024,0.00002710973,0.00007611737,0.0001482557,0.0001559831,4.684572e-7,0.00007198097,0.0004441915,0.0027707,0.001984721],"study_design_scores_gemma":[0.009259377,0.04443555,0.9041911,0.0003359968,0.00031585,0.02081972,0.0002958352,0.0002307119,0.0003019327,0.001159055,0.01846099,0.000193891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751522,0.0003104151,0.01295131,0.01085649,0.0004370786,0.0001684384,0.00006983598,0.000005468347,0.00004877376],"genre_scores_gemma":[0.9978545,0.00006963307,0.0008134106,0.001117065,0.00009124372,0.00001227243,0.000002925515,0.000007134242,0.00003181434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07771126,"threshold_uncertainty_score":0.9830313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681018098624155,"score_gpt":0.2674008311642383,"score_spread":0.2505906501779968,"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."}}