{"id":"W4280511765","doi":"10.1503/cmaj.220272","title":"The risk of death or unplanned readmission after discharge from a COVID-19 hospitalization in Alberta and Ontario","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Retrospective cohort study; Emergency medicine; Coronavirus disease 2019 (COVID-19); Comorbidity; Emergency department; Hospital discharge; Cohort; Hospital admission; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003876715,0.0002841447,0.0002689691,0.0007267943,0.001333834,0.0008651105,0.001101469,0.0004463943,0.001303619],"category_scores_gemma":[0.001597617,0.0002907728,0.0004035869,0.001247791,0.0006170839,0.0002576323,0.0008821629,0.0005120709,0.0001084189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0137069,"about_ca_system_score_gemma":0.0105458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9716821,"about_ca_topic_score_gemma":0.9825393,"domain_scores_codex":[0.999368,0.00004874233,0.00003055172,0.00008644545,0.000179122,0.0002872009],"domain_scores_gemma":[0.9984533,0.00008421588,0.0004999631,0.00004593972,0.0004020252,0.000514605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004917032,0.00001150858,0.9981822,0.000006905515,0.00001646929,0.0001055792,0.0002108815,0.00004844269,0.0000615456,0.00001981882,0.0003029239,0.0009845847],"study_design_scores_gemma":[0.000004511292,0.00001398142,0.9992772,0.000008951069,0.000005685838,0.00004531073,0.0003652564,0.0001253989,0.00001065362,0.000008189458,0.0001322029,0.00000264788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981253,0.0002451093,0.00003587532,0.0001668885,0.000007168012,0.00001056526,0.0007294765,0.000004011285,0.0006756877],"genre_scores_gemma":[0.9989418,0.000136656,0.00003707278,0.00003929051,0.00000573555,0.000004106031,0.000535429,0.000001350113,0.0002985228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02831793,"threshold_uncertainty_score":0.09945101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715487484884112,"score_gpt":0.3329470232300233,"score_spread":0.3157921483811822,"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."}}