{"id":"W2790589961","doi":"10.1093/jcag/gwy009.223","title":"A223 FACTORS ASSOCIATED WITH EUS DIAGNOSTIC YIELD AND ADVERSE EVENT RISK: A LARGE RETROSPECTIVE SINGLE CENTRE STUDY","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital; University Health Network; University of Ottawa","funders":"","keywords":"Medicine; Retrospective cohort study; Sedation; Adverse effect; Demographics; Endoscopic ultrasound; Cohort; Multivariate analysis; Surgery; Radiology; Internal medicine","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":[0.00200753,0.000535698,0.0009332703,0.001594222,0.0008325899,0.001416118,0.0007143203,0.0008296955,0.001804632],"category_scores_gemma":[0.005717703,0.0008815923,0.001091879,0.002106409,0.0007017704,0.001288881,0.00106809,0.000746216,0.0004366892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006816552,"about_ca_system_score_gemma":0.0007075728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003577135,"about_ca_topic_score_gemma":0.00453936,"domain_scores_codex":[0.9976179,0.0005650299,0.0004749706,0.0006263008,0.0004681056,0.0002476261],"domain_scores_gemma":[0.9928811,0.001730526,0.00324916,0.0008176977,0.0006192789,0.0007023147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179806,0.00003984355,0.9988004,0.00003197775,0.0000947136,0.0001567015,0.0000871478,0.00001964514,0.0001127511,0.00001072893,0.00006029637,0.0004678399],"study_design_scores_gemma":[0.00002156604,0.0003371117,0.9977373,0.00002741439,0.0001090821,0.000952888,0.0003286483,0.0001664021,0.00004815139,0.00001894376,0.0002388982,0.00001354293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985939,0.0006395396,0.0001980675,0.00002426071,0.000006241192,0.00004767521,0.0002599767,0.000003817952,0.0002265091],"genre_scores_gemma":[0.9989484,0.0002639751,0.0002106545,0.00005968919,0.00002542402,0.00005223724,0.0003722766,0.000005212619,0.00006225343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003577135,"threshold_uncertainty_score":0.01061696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618158294603259,"score_gpt":0.2661921073613481,"score_spread":0.2500105244153155,"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."}}