{"id":"W2946450210","doi":"10.1055/s-0039-1681273","title":"A PROSPECTIVE, RANDOMIZED, MULTICENTER STUDY COMPARING SEMS PLACEMENT WITH AND WITHOUT BILIARY SPHINCTERECTOMY IN PATIENTS WITH MALIGNANT BILIARY OBSTRUCTION: AN INTERIM ANALYSIS","year":2019,"lang":"en","type":"article","venue":"Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Interim; Interim analysis; Multicenter trial; Radiology; Internal medicine; Randomized controlled trial; Multicenter study","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":[0.0003411144,0.0002832283,0.001129755,0.0003585527,0.0000461838,0.00002917755,0.00007428596,0.00005156397,0.0001179485],"category_scores_gemma":[0.0000168504,0.0001677736,0.00006032276,0.0004211791,0.00013657,0.0001948504,0.00007095432,0.000251645,0.00001016111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008723589,"about_ca_system_score_gemma":0.00003038804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002809096,"about_ca_topic_score_gemma":0.0004909025,"domain_scores_codex":[0.9981476,0.0002408871,0.0003874034,0.0006465953,0.0002964211,0.0002810878],"domain_scores_gemma":[0.999163,0.00005849113,0.0001529034,0.0004032429,0.00009117728,0.0001311793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1076058,0.001346729,0.8878481,0.00005512574,0.0007570727,0.00004583347,0.002115823,0.00007074998,0.0000874804,0.000003830333,9.78209e-7,0.00006242],"study_design_scores_gemma":[0.2022312,0.002686417,0.7915551,0.0001171985,0.0007647397,0.000005871574,0.000992108,0.001277537,0.0002125518,0.000003861374,0.000001737383,0.0001516847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958826,0.00005724502,0.0001280159,0.00002141115,0.0001377331,0.003503802,0.000005240764,0.0000501979,0.0002137887],"genre_scores_gemma":[0.9972643,0.000003788119,0.002217867,0.00006582975,0.00002951679,0.0001720248,0.0000426363,0.00002795229,0.000176147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09629302,"threshold_uncertainty_score":0.6841611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009741713432893347,"score_gpt":0.2681595356040433,"score_spread":0.2584178221711499,"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."}}