{"id":"W2795284139","doi":"10.1097/sga.0000000000000308","title":"Screening Indication Associated With Lower Likelihood of Minor Adverse Events in Patients Undergoing Outpatient Colonoscopy","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège de Maisonneuve; McGill University; Vancouver General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Colonoscopy; Adverse effect; Comorbidity; Logistic regression; Multivariate analysis; Cohort; Cohort study; Internal medicine; Endoscopy; Colorectal cancer; 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":[0.0001700439,0.0001354753,0.0002729504,0.0002797796,0.00006737187,0.000001570737,0.00005625273,0.0001103597,0.00001660598],"category_scores_gemma":[0.0001128555,0.0001305701,0.00004894183,0.000241615,0.0001550619,0.00008779707,0.00001947571,0.0001928158,0.000002686986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003276576,"about_ca_system_score_gemma":0.00005522755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002984977,"about_ca_topic_score_gemma":0.0005168977,"domain_scores_codex":[0.9987322,0.0001054708,0.0003111684,0.0002676462,0.0002302418,0.0003532678],"domain_scores_gemma":[0.9992815,0.00003192174,0.0002911629,0.0001504659,0.0001608767,0.00008405402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02718232,0.0006092231,0.9695011,0.00001116757,0.00005786469,0.000001894183,0.0006186138,0.00002073761,0.0001206447,5.116739e-7,0.00002385564,0.001852029],"study_design_scores_gemma":[0.006513984,0.04067289,0.9499967,0.001195672,0.00008865787,0.000006428383,0.0001618443,0.0006264545,0.0006607478,0.00001305829,0.000001711292,0.00006188252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947595,0.000007173826,0.004228261,0.000119326,0.0003203844,0.0003627101,0.000003739593,0.00003763493,0.0001612831],"genre_scores_gemma":[0.9985667,8.376314e-7,0.001151098,0.0001426943,0.00004927977,0.00001420137,0.00004457303,0.00001850811,0.0000121275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04006367,"threshold_uncertainty_score":0.5324494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00933018222111635,"score_gpt":0.2517164425601316,"score_spread":0.2423862603390153,"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."}}