{"id":"W2793479333","doi":"10.1093/ije/dyy038","title":"Data Resource Profile: The Canadian Hospitalization and Taxation Database (C-HAT)","year":2018,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Manitoba; University of Toronto; Statistics Canada","funders":"Heart and Stroke Foundation of Canada","keywords":"Resource (disambiguation); Database; Business; Medicine; Environmental health; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001991315,0.001629893,0.001990169,0.0172915,0.001374095,0.003147847,0.004076719,0.001461215,0.132406],"category_scores_gemma":[0.02670048,0.0007170981,0.001370555,0.04106078,0.0004200495,0.001541172,0.001670545,0.001265747,0.04371373],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01273189,"about_ca_system_score_gemma":0.05147495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9524567,"about_ca_topic_score_gemma":0.9383218,"domain_scores_codex":[0.9976891,0.0001320393,0.0004622427,0.0002961808,0.0009664046,0.0004538852],"domain_scores_gemma":[0.978515,0.002120898,0.001833394,0.001605199,0.01398967,0.001935808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001301647,0.00003097937,0.004398165,0.0006074703,0.00006971535,0.00002969139,0.00003326544,0.0004150647,0.00005427744,0.0008620988,0.9856076,0.007761524],"study_design_scores_gemma":[0.0004481612,0.00002720921,0.07126361,0.001044882,0.0001992116,0.000125901,0.0002689212,0.001864289,0.0005121741,0.002224826,0.9218287,0.0001921364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001512761,0.00004977678,0.00004446253,0.00005845498,0.000007487398,0.00002998637,0.9987971,0.00008423757,0.0007773729],"genre_scores_gemma":[0.001937222,0.0002553457,0.0004662946,0.00008751667,0.00001635798,0.0001319388,0.9954253,0.00007412066,0.001605805],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9872681,"threshold_uncertainty_score":0.4429423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1917592682014556,"score_gpt":0.3770041974898973,"score_spread":0.1852449292884417,"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."}}