{"id":"W2126309462","doi":"10.1016/j.jclinepi.2012.08.005","title":"When projecting required effectiveness of interventions for hospital readmission reduction, the percentage that is potentially avoidable must be considered","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Carleton University; University of Ottawa","funders":"","keywords":"Psychological intervention; Medicine; Reduction (mathematics); Emergency medicine; Intensive care medicine; Nursing; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.03269068,0.001332449,0.004263551,0.002762636,0.0004941089,0.002398602,0.002201051,0.00160996,0.004964694],"category_scores_gemma":[0.146983,0.0005015571,0.008733182,0.001649424,0.0007474907,0.003213735,0.001870736,0.005834698,0.0007833402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351425,"about_ca_system_score_gemma":0.002190737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007359372,"about_ca_topic_score_gemma":0.009548678,"domain_scores_codex":[0.9682328,0.01772542,0.006339659,0.00136217,0.004984473,0.001355423],"domain_scores_gemma":[0.869808,0.1115251,0.006502282,0.003565224,0.00671252,0.001886933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008899563,0.001979193,0.5234744,0.01285941,0.03085382,0.0008250417,0.0009337302,0.09682806,0.002792398,0.02120238,0.01850121,0.2808509],"study_design_scores_gemma":[0.0007590099,0.009222687,0.7974185,0.00375849,0.0210997,0.001611728,0.004037693,0.09139341,0.007743706,0.03577844,0.02675968,0.0004170199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6648946,0.03435683,0.1436687,0.03320453,0.00522783,0.004037952,0.05514126,0.001251379,0.05821686],"genre_scores_gemma":[0.9251966,0.004500011,0.05655513,0.002498174,0.0009698062,0.001672987,0.006087241,0.0001522988,0.00236774],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03269068,"threshold_uncertainty_score":0.172887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3355165877780357,"score_gpt":0.5060459066719434,"score_spread":0.1705293188939077,"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."}}