{"id":"W1979617943","doi":"10.1503/cmaj.120801","title":"Comparing methods to calculate hospital-specific rates of early death or urgent readmission","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confounding; Emergency medicine; Demography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1596048,0.002456982,0.001708144,0.00976939,0.0006409715,0.003035726,0.003194822,0.002031292,0.001854409],"category_scores_gemma":[0.3895671,0.0009679588,0.004396786,0.00526069,0.001323804,0.002436622,0.00305078,0.002453559,0.0007073062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00281696,"about_ca_system_score_gemma":0.002248748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005808064,"about_ca_topic_score_gemma":0.004711605,"domain_scores_codex":[0.7469176,0.205142,0.01305769,0.01086141,0.02290905,0.001112206],"domain_scores_gemma":[0.5034103,0.4238564,0.02419074,0.02091458,0.02662516,0.001002754],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005934064,0.0005961715,0.5824909,0.003116767,0.0212563,0.0001065869,0.002109404,0.02960647,0.0009268674,0.008583456,0.006816843,0.3384562],"study_design_scores_gemma":[0.002958676,0.007892335,0.5949082,0.003239145,0.005597927,0.001342752,0.003331685,0.3145941,0.006895977,0.04077838,0.01755631,0.0009044526],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3624483,0.01509061,0.5992396,0.002203592,0.002120835,0.003955873,0.004539849,0.001537723,0.008863631],"genre_scores_gemma":[0.6795273,0.002808297,0.3062705,0.0009401934,0.0005998919,0.004581886,0.003577805,0.0006502873,0.001043759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8403952,"threshold_uncertainty_score":0.8440808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05157670934108059,"score_gpt":0.3541128983280048,"score_spread":0.3025361889869242,"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."}}