{"id":"W2118543662","doi":"10.3399/bjgp14x679732","title":"Evaluating pancreatitis in primary care: a population-based cohort study","year":2014,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"King's College London; National Institute for Health and Care Research","keywords":"Medicine; Pancreatitis; Acute pancreatitis; Incidence (geometry); Case fatality rate; Population; Cohort; Etiology; Pediatrics; Epidemiology; Internal medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.001915619,0.0001231078,0.0005079618,0.0001307113,0.0001088194,0.00004242047,0.00006929178,0.00007757828,0.00004657111],"category_scores_gemma":[0.002285737,0.0001318572,0.00009446803,0.0001602274,0.00002384898,0.0003039642,0.00001633534,0.0004072594,0.000007621511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003558063,"about_ca_system_score_gemma":0.0002619833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702032,"about_ca_topic_score_gemma":0.0002739718,"domain_scores_codex":[0.9975622,0.0009158126,0.0006059081,0.0002046393,0.0005210958,0.0001903945],"domain_scores_gemma":[0.9983443,0.0004561623,0.0004841416,0.0001644913,0.0004375223,0.0001133899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003683632,0.0008214754,0.945808,0.00003276971,0.0001386749,0.004828319,0.000115811,0.0005123641,0.0001812405,0.00000942027,0.0001100126,0.04707358],"study_design_scores_gemma":[0.006148531,0.002089328,0.977924,0.0003066606,0.0007717641,0.01202822,0.0001176735,0.0002140303,0.00004390844,0.00002298306,0.0002257871,0.0001071219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907594,0.001859891,0.0001944023,0.0002800499,0.0001920955,0.000534452,0.000004784099,0.00001277421,0.006162112],"genre_scores_gemma":[0.9746724,0.0001667372,0.02353622,0.001086788,0.0003115352,0.00002492407,0.00004864103,0.00001946371,0.0001333309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04696646,"threshold_uncertainty_score":0.5376981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128346383535035,"score_gpt":0.3402068104659469,"score_spread":0.3189233466305966,"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."}}