{"id":"W2789696612","doi":"10.1093/jcag/gwy008.219","title":"A218 VALIDATION OF A CIRRHOSIS CASE DEFINITION IN CANADIAN ADMINISTRATIVE DATA","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; University Health Network; Queen's University","funders":"","keywords":"Cirrhosis; Medicine; Diagnosis code; Liver disease; Gold standard (test); Outpatient clinic; Internal medicine; Population; Algorithm; Intensive care medicine; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03483346,0.0009239246,0.0007677593,0.005799873,0.004309529,0.002392378,0.004530305,0.0006983212,0.002508125],"category_scores_gemma":[0.09277193,0.0007280841,0.001523867,0.005250101,0.00151592,0.000729454,0.002560456,0.001012513,0.0005975387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03102708,"about_ca_system_score_gemma":0.06107641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9434371,"about_ca_topic_score_gemma":0.9514409,"domain_scores_codex":[0.9640363,0.007625266,0.004258785,0.002948235,0.01828741,0.002843996],"domain_scores_gemma":[0.9259726,0.00887048,0.005934588,0.006829347,0.05086526,0.001527667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005931044,0.0003387789,0.9183782,0.0006781186,0.0003133832,0.0004551316,0.0029071,0.002100582,0.001617985,0.003557792,0.02433124,0.04472857],"study_design_scores_gemma":[0.0002131852,0.000149611,0.9631203,0.0004089058,0.000134341,0.000265479,0.0009561839,0.00764857,0.002341513,0.0003274273,0.0243631,0.00007143839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.855994,0.001863216,0.02843637,0.002297695,0.0005355614,0.01485846,0.05667854,0.0004581877,0.038878],"genre_scores_gemma":[0.9098715,0.0006885635,0.04843093,0.000904537,0.000104691,0.004953069,0.03241583,0.00009414757,0.002536826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0565629,"threshold_uncertainty_score":0.2251183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0780481028418073,"score_gpt":0.2779427955916814,"score_spread":0.1998946927498741,"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."}}