{"id":"W2551243221","doi":"10.1136/gutjnl-2016-312388.382","title":"PWE-137 Inpatient Colonoscopy: Is Urgency a Substitute for Quality?","year":2016,"lang":"en","type":"article","venue":"","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; General surgery; Emergency medicine; Surgery; Colorectal cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005342225,0.0001696155,0.000435627,0.001338116,0.0003677864,0.00252961,0.0006516289,0.0006773472,0.01581161],"category_scores_gemma":[0.03365878,0.0002280692,0.0004903979,0.002641472,0.001144745,0.002210086,0.001275041,0.0009132614,0.001159574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361951,"about_ca_system_score_gemma":0.001316881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004292404,"about_ca_topic_score_gemma":0.008272635,"domain_scores_codex":[0.9957216,0.001311072,0.0008727725,0.0003713761,0.001161765,0.0005614145],"domain_scores_gemma":[0.9667065,0.007674638,0.01725067,0.001756597,0.003513333,0.003098303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002651554,0.00004505404,0.9225168,0.0005888286,0.00009769621,0.0002691984,0.0001748026,0.00004494692,0.0001767017,0.001273184,0.00701249,0.06753511],"study_design_scores_gemma":[0.00001926609,0.0001184594,0.9893194,0.0006506066,0.00004936499,0.001195092,0.0006427302,0.0001489521,0.0001163434,0.0004800362,0.00724719,0.00001262691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8403295,0.0329751,0.003312566,0.06282573,0.001182119,0.0001558439,0.006992782,0.0001270172,0.05209921],"genre_scores_gemma":[0.9908743,0.003277621,0.0006085307,0.002428474,0.000577599,0.00002607459,0.0009717895,0.0000286481,0.001206956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01581161,"threshold_uncertainty_score":0.05289513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05537860977029985,"score_gpt":0.3568888524959641,"score_spread":0.3015102427256643,"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."}}