{"id":"W4406511491","doi":"10.1016/j.ysur.2015.03.217","title":"10.1016/j.ysur.2015.03.217","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; General surgery; Bile duct; Common bile duct; Common bile duct stone; Psychological intervention; Surgery; Pancreatitis; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006486427,0.001017586,0.0005089404,0.001857457,0.001005556,0.002489119,0.000862261,0.002925463,0.8697466],"category_scores_gemma":[0.001670953,0.0003849205,0.000606,0.0007620531,0.0008692991,0.00222227,0.001328306,0.001391698,0.7959796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007092958,"about_ca_system_score_gemma":0.001183747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996597,"about_ca_topic_score_gemma":0.001800881,"domain_scores_codex":[0.9997271,0.00002492491,0.00002781335,0.0000788871,0.00007221057,0.00006905807],"domain_scores_gemma":[0.9991472,0.0001644226,0.0001384688,0.00005750294,0.0001690815,0.0003232331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003039092,0.0003053868,0.009308231,0.0006186286,0.00004823634,0.0008060963,0.0001977946,0.0002423097,0.0007987804,0.006128818,0.265071,0.7161708],"study_design_scores_gemma":[0.0000765786,0.0001650654,0.01004486,0.001524395,0.00007073466,0.007353376,0.0006349633,0.0004173463,0.0006665156,0.008317834,0.9706827,0.00004567687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01022052,0.01951924,0.003466569,0.01156879,0.003625258,0.0001437723,0.004046104,0.001994463,0.9454154],"genre_scores_gemma":[0.03459013,0.008875411,0.002931257,0.003105059,0.001462955,0.0001145323,0.002531652,0.0004220802,0.945967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1302534,"threshold_uncertainty_score":0.1857907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006868786329937128,"score_gpt":0.2073525972221255,"score_spread":0.2004838108921884,"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."}}