{"id":"W4406442311","doi":"10.1016/j.ysur.2012.08.001","title":"10.1016/j.ysur.2012.08.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous; Acute cholecystitis; Gallbladder; Radiology; Drainage; Cholecystitis; Ultrasound; Endoscopic ultrasound; General surgery; Surgery","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":[0.0006427465,0.001031407,0.0005182943,0.001634141,0.0009583817,0.002403706,0.0008858602,0.003259712,0.9053209],"category_scores_gemma":[0.001591746,0.0003885355,0.0005748626,0.0006865875,0.0007670395,0.00251182,0.001382385,0.001514955,0.8530917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006964228,"about_ca_system_score_gemma":0.001071021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345158,"about_ca_topic_score_gemma":0.002262046,"domain_scores_codex":[0.9997415,0.00002085802,0.00002165303,0.00007192953,0.00006971828,0.0000742866],"domain_scores_gemma":[0.9990824,0.0001575051,0.0001280882,0.00005428203,0.0001679155,0.0004097933],"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":[0.0002857835,0.0002842101,0.006226494,0.0004487331,0.0000368974,0.0005371549,0.0001601271,0.0002772211,0.001022429,0.006090293,0.2719928,0.7126379],"study_design_scores_gemma":[0.00005273291,0.0001248926,0.00710606,0.0008725736,0.00003663164,0.004079622,0.0004012895,0.0003272074,0.0005184864,0.00444633,0.9820046,0.00002968363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007393208,0.01196461,0.003265986,0.00844436,0.00257971,0.0001005565,0.003079139,0.001927683,0.9612448],"genre_scores_gemma":[0.01732165,0.00440539,0.002817032,0.002097426,0.0007408921,0.00007350987,0.001936226,0.0003357751,0.9702722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09467906,"threshold_uncertainty_score":0.1350482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007239188011816963,"score_gpt":0.1997261864911173,"score_spread":0.1924869984793003,"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."}}