{"id":"W1926240305","doi":"10.1002/14651858.cd009779.pub2","title":"Early routine endoscopic retrograde cholangiopancreatography strategy versus early conservative management strategy in acute gallstone pancreatitis","year":2012,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Endoscopic retrograde cholangiopancreatography; Medicine; Pancreatitis; Conservative management; General surgery; Acute pancreatitis; Radiology; Gastroenterology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002323058,0.001508696,0.01305033,0.000982636,0.00009467977,0.00005442307,0.0006137522,0.0005351906,0.0002278269],"category_scores_gemma":[0.0002469768,0.00106941,0.001608502,0.001533894,0.0003177688,0.0003610322,0.0001781515,0.0008470833,0.0005585123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003194613,"about_ca_system_score_gemma":0.0002172404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004193893,"about_ca_topic_score_gemma":0.0000456948,"domain_scores_codex":[0.9900217,0.002459673,0.004567983,0.001142736,0.0008144467,0.00099346],"domain_scores_gemma":[0.9928039,0.0007953161,0.002982902,0.002801201,0.0001774262,0.0004392137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001682405,0.0006586031,0.001703285,0.9735868,0.005008164,0.002771821,0.0001316849,6.35289e-8,0.000003585234,0.001270973,0.0001312399,0.01456555],"study_design_scores_gemma":[0.005871261,0.001347248,0.003148074,0.9300197,0.05131952,0.0008684905,0.00008750673,0.000001029271,0.000007811879,0.000007035466,0.006531576,0.0007907078],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002001382,0.9759899,0.00004685062,0.000005929661,0.0003100257,0.01621001,0.001427161,0.00007444911,0.003934329],"genre_scores_gemma":[0.002148985,0.9861206,0.001312457,0.00001749598,0.0001268563,0.00535174,0.004170567,0.000128258,0.0006230882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04631135,"threshold_uncertainty_score":0.9997662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114022285381607,"score_gpt":0.3783167584785641,"score_spread":0.2669145299404034,"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."}}