{"id":"W2411365140","doi":"","title":"Gallbladder disease in northwestern Ontario: the case for Canada's first rural ERCP program.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Medicine; Referral; General surgery; Endoscopic retrograde cholangiopancreatography; Cholecystectomy; Demographics; Population; Surgery; Demography; Family medicine; Pancreatitis; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001417722,0.0001725796,0.0001925408,0.00004863364,0.0001010131,0.00002304478,0.0001304723,0.00004394535,0.0001034402],"category_scores_gemma":[0.00005842117,0.0001142207,0.00009714769,0.0001240317,0.00006993306,0.00006313217,0.00003541824,0.0001643716,0.000001936991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291479,"about_ca_system_score_gemma":0.0005389759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.971045,"about_ca_topic_score_gemma":0.9997438,"domain_scores_codex":[0.9987717,0.00001811879,0.00023326,0.0002260065,0.000171211,0.0005797137],"domain_scores_gemma":[0.9991454,0.00005481187,0.00004603122,0.0003453256,0.00006619801,0.0003422284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004834219,0.0004419741,0.9551566,0.00009429603,0.00007588491,0.001694712,0.001653185,0.000001763604,1.500955e-7,0.00002152897,0.004944999,0.03543153],"study_design_scores_gemma":[0.00145871,0.00004979652,0.9728724,0.00001227065,0.0001277212,0.0001557753,0.0009392224,0.00002508618,0.000005045124,0.00005269051,0.02414962,0.0001516031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991472,0.0001401982,0.000002733147,0.002128682,0.0002409826,0.004397834,0.00003052567,0.00004617172,0.001540893],"genre_scores_gemma":[0.9897106,0.000004744247,0.00004655888,0.0008406473,0.00006978775,0.007794266,0.00005033531,0.00002484215,0.001458269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03527992,"threshold_uncertainty_score":0.4657786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581747939268147,"score_gpt":0.2228284734147261,"score_spread":0.1970109940220446,"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."}}