{"id":"W1979183104","doi":"10.1186/cc5635","title":"Predictors of intensive care unit readmission within 48 hours after discharge","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Bayer Canada","keywords":"Medicine; Emergency medicine; Intensive care unit; Incidence (geometry); Hospital readmission; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007800492,0.0002806446,0.000428858,0.0006819804,0.0003134225,0.0006110086,0.0003008563,0.0004488617,0.001561701],"category_scores_gemma":[0.008568172,0.0001414316,0.0003314944,0.0005351433,0.0001920906,0.0003932378,0.0004292541,0.001156622,0.0001822084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002463514,"about_ca_system_score_gemma":0.0004443651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902196,"about_ca_topic_score_gemma":0.002596398,"domain_scores_codex":[0.99944,0.0001896439,0.00008088849,0.00004570047,0.0001254648,0.0001182652],"domain_scores_gemma":[0.9930624,0.002168506,0.002988247,0.0001644864,0.000632328,0.0009840602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007795273,0.00005110842,0.9985847,0.000006131515,0.00002184972,0.00005056615,0.00001873615,0.00005848209,0.00003603461,0.00001180999,0.00009997041,0.000982623],"study_design_scores_gemma":[0.000005850485,0.00007197465,0.999156,0.000007593753,0.00001485101,0.000154165,0.00006498928,0.0004127778,0.00002934016,0.00002839028,0.00005087347,0.000003165016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988698,0.0004144602,0.00006533957,0.0001195553,0.00001046954,0.000007635345,0.0001283763,0.000003851549,0.0003804496],"genre_scores_gemma":[0.9996474,0.00007167509,0.00004567457,0.00001292307,0.00002062944,0.000004591659,0.0001434711,0.00000118684,0.00005253362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001902196,"threshold_uncertainty_score":0.005224407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430345964551582,"score_gpt":0.32912986899595,"score_spread":0.3048264093504341,"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."}}