{"id":"W2026580960","doi":"10.1016/j.cjca.2014.07.390","title":"READMISSION RATES AND DIAGNOSES FOR PROLONGED INTENSIVE UNIT CARE STAY SURVIVORS FOLLOWING CARDIAC SURGERY","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Hospital readmission; Intensive care unit; Emergency medicine; Cardiac surgery; Hospital discharge; Medical diagnosis; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005100165,0.0002637176,0.0004820351,0.001166743,0.0004613654,0.000786909,0.0004144036,0.0008793285,0.004551239],"category_scores_gemma":[0.005270383,0.0002630088,0.001279606,0.0008535644,0.0002081306,0.0008632417,0.0007449019,0.0009245392,0.0003127777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006496416,"about_ca_system_score_gemma":0.0005452652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01447659,"about_ca_topic_score_gemma":0.02167148,"domain_scores_codex":[0.9994848,0.0000810736,0.0001086877,0.00007209405,0.0001008856,0.0001524486],"domain_scores_gemma":[0.9961905,0.0007121903,0.001997754,0.00009189615,0.0003727065,0.0006350426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002734231,0.00003339556,0.9980246,0.00002291097,0.00008922682,0.00007131742,0.0001095535,0.00003675881,0.00004117734,0.00001472431,0.0002193851,0.001063633],"study_design_scores_gemma":[0.000007589757,0.00008805822,0.9992037,0.00001050118,0.00003240584,0.0001200479,0.0003674329,0.00008877164,0.00000984412,0.00001477748,0.00005147424,0.000005370377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983908,0.0003748908,0.00001903689,0.00005913757,0.0000124669,0.000004871234,0.000761134,0.000004628559,0.0003730435],"genre_scores_gemma":[0.9987482,0.0001580596,0.00002314477,0.00003236664,0.00002081946,0.000006927385,0.0007638692,0.000001580049,0.0002449902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01447659,"threshold_uncertainty_score":0.02878469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0442172211838544,"score_gpt":0.3494901688670221,"score_spread":0.3052729476831677,"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."}}