{"id":"W2770116004","doi":"10.1016/j.gie.2017.07.034","title":"Choledocholithiasis: Should EUS replace MRCP in patients at intermediate risk?","year":2017,"lang":"en","type":"letter","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Radiology; General surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099995,0.0007521298,0.001418945,0.000948553,0.00192048,0.003081686,0.001202435,0.02070361,0.004843761],"category_scores_gemma":[0.0157199,0.0005655128,0.001150668,0.0007740647,0.002141238,0.004336086,0.0009613612,0.01894606,0.003707727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002605333,"about_ca_system_score_gemma":0.002376591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002565988,"about_ca_topic_score_gemma":0.004003095,"domain_scores_codex":[0.998889,0.0003202073,0.0002308121,0.0001578315,0.0001789913,0.000223195],"domain_scores_gemma":[0.99628,0.001660572,0.0003183951,0.0001255075,0.000573477,0.00104196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007961593,0.0003432389,0.0943743,0.0004690491,0.0001841273,0.2914965,0.0007379217,0.0009162697,0.002032132,0.005338622,0.5294214,0.07389029],"study_design_scores_gemma":[0.0009986148,0.0008679521,0.04756585,0.004159602,0.0004758504,0.5766349,0.007264964,0.005633061,0.001854194,0.04593992,0.3081852,0.0004199008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01656877,0.008221362,0.000476175,0.9519679,0.009126101,0.00003130371,0.0000963102,0.00006240043,0.01344968],"genre_scores_gemma":[0.2455999,0.01617928,0.002772284,0.5690501,0.1613711,0.0001010635,0.00030331,0.0000904175,0.004532628],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02070361,"threshold_uncertainty_score":0.01890314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254721656986987,"score_gpt":0.2821452314963394,"score_spread":0.2595980149264696,"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."}}