{"id":"W1986544551","doi":"10.5430/jha.v3n1p1","title":"Preventable readmissions and physician notification","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical emergency; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004542915,0.0003471435,0.0005708854,0.001862258,0.0007928371,0.001683404,0.0009059972,0.001254115,0.009133963],"category_scores_gemma":[0.0652511,0.0002271984,0.0007501824,0.001350752,0.000425535,0.001648661,0.00180582,0.002300814,0.0008131237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496994,"about_ca_system_score_gemma":0.003214476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008336804,"about_ca_topic_score_gemma":0.01162963,"domain_scores_codex":[0.9870797,0.005011168,0.001621766,0.0007158547,0.004617124,0.0009544753],"domain_scores_gemma":[0.9355113,0.01797523,0.03120578,0.003051884,0.006421444,0.005834487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004552416,0.0006773568,0.5505542,0.001274807,0.0004953722,0.0008322919,0.001122986,0.002387908,0.0002518219,0.01883194,0.09965084,0.3234652],"study_design_scores_gemma":[0.0001072137,0.000615366,0.9107563,0.001805674,0.0003038564,0.002846836,0.001384184,0.004640793,0.000611274,0.02235936,0.05443796,0.000131245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5007279,0.04152403,0.01790873,0.187636,0.00651713,0.0005795632,0.02153529,0.001738996,0.2218325],"genre_scores_gemma":[0.9685925,0.008323655,0.003372767,0.006042372,0.00289565,0.0001447845,0.004096259,0.00005065513,0.006481362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009133963,"threshold_uncertainty_score":0.03055614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063083160839357,"score_gpt":0.2756214799331406,"score_spread":0.2649906483247471,"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."}}