{"id":"W2091935258","doi":"10.1097/mcg.0b013e3181bf9b02","title":"Withdrawal Times and Associated Factors in Colonoscopy","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Colonoscopy; Withdrawal time; Ambulatory; Observational study; Endoscopy; Internal medicine; Reflux; Prospective cohort study; Gastroenterology; Colorectal cancer; Cancer; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009154319,0.00007490486,0.000522088,0.000118676,0.00001598601,0.000007000088,0.00004899161,0.0001691364,0.00006614166],"category_scores_gemma":[0.001484786,0.00005560791,0.0001217778,0.00005954365,0.0001330428,0.00004999792,0.00002244175,0.001059066,0.000001023148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001671857,"about_ca_system_score_gemma":0.00006578099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000218549,"about_ca_topic_score_gemma":0.0006494396,"domain_scores_codex":[0.9987717,0.0001238207,0.0007184134,0.0001063132,0.0001221196,0.0001576223],"domain_scores_gemma":[0.9989795,0.0002731376,0.0004058193,0.00006582271,0.0001073494,0.000168343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01910898,0.0001775907,0.9791002,0.000003105652,0.00005424889,0.00004621802,0.00003598136,0.00000135974,0.0004822307,0.000002523184,0.0002477091,0.0007398866],"study_design_scores_gemma":[0.003761751,0.02706089,0.9680158,0.00002947541,0.00004942837,0.0002953823,0.000028681,0.0001149028,0.0001275497,0.00005634942,0.0004352884,0.00002446739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977021,0.00001645033,0.00005969682,0.001100626,0.0009215231,0.00005535411,0.000001302236,0.000007563043,0.0001354389],"genre_scores_gemma":[0.998664,0.00002198967,0.0005547497,0.0004616193,0.0002439424,6.635268e-7,0.000001048286,0.000006423518,0.00004554794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0268833,"threshold_uncertainty_score":0.4601173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245326706375291,"score_gpt":0.3563190504981195,"score_spread":0.3317863798605903,"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."}}