{"id":"W2028642067","doi":"10.12927/hcq.2013.23044","title":"All-Cause Readmission to Acute Care for Cancer Patients","year":2012,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Medicine; Emergency department; Cancer; Emergency medicine; Acute care; Hospital readmission; Health care; Intensive care medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007846967,0.0001646445,0.0003681102,0.00009919619,0.00006292431,0.000005444468,0.00007033059,0.0001201245,0.00003595983],"category_scores_gemma":[0.00004796017,0.0001366731,0.000101546,0.0001277784,0.00001574701,0.0001022324,0.000009199811,0.0001040217,0.00003150884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071232,"about_ca_system_score_gemma":0.0001614592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009247714,"about_ca_topic_score_gemma":0.0002565615,"domain_scores_codex":[0.9986857,0.00004000312,0.0003146351,0.0002193614,0.0002594886,0.0004808473],"domain_scores_gemma":[0.9983832,0.00006233011,0.00009873443,0.0002620491,0.0005508348,0.0006428713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001223397,0.0003149791,0.5660024,0.002161292,0.0003805897,0.000006764725,0.1208493,2.203934e-7,0.001107442,0.0003225089,0.02390505,0.283726],"study_design_scores_gemma":[0.003106184,0.007795364,0.1351903,0.002466408,0.0005056671,0.000003880458,0.01391254,0.000005988854,0.00570088,0.00004085446,0.8308658,0.0004061736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819103,0.006436563,0.000184641,0.008185271,0.001023005,0.001458016,0.0003960352,0.00007492029,0.0003312056],"genre_scores_gemma":[0.9925085,0.000324361,0.002757493,0.003037506,0.0005814219,0.0002293159,0.0002732776,0.00003865447,0.000249433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8069607,"threshold_uncertainty_score":0.5573367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384871632820036,"score_gpt":0.4779651062729224,"score_spread":0.3394779429909189,"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."}}