{"id":"W2021510637","doi":"10.1371/journal.pone.0112230","title":"Do Post Discharge Phone Calls Improve Care Transitions? A Cluster-Randomized Trial","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"University of Toronto; Society of Hospital Medicine","keywords":"Medicine; Emergency department; Randomized controlled trial; Odds ratio; Emergency medicine; Phone; Cluster (spacecraft); Adverse effect; Odds; Medical emergency; Internal medicine; Logistic regression; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003330404,0.0001929181,0.0007889347,0.000105587,0.00008609947,0.0000328937,0.000055578,0.00008456222,0.0004814268],"category_scores_gemma":[0.0002033825,0.0001414664,0.0002422473,0.00009385493,0.00005926065,0.00007333286,0.00002576826,0.0001097534,0.0003986192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006539666,"about_ca_system_score_gemma":0.00003879582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009017922,"about_ca_topic_score_gemma":0.00004351549,"domain_scores_codex":[0.9985561,0.0001569359,0.0003284424,0.0002943674,0.0003838678,0.0002803316],"domain_scores_gemma":[0.9991176,0.0001459375,0.00005849076,0.0003625301,0.0001333369,0.0001821043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9394653,0.008253583,0.00006502134,0.0009814844,0.002702551,0.00003598262,0.004773207,5.069957e-7,0.03339687,0.001122119,0.002984703,0.006218663],"study_design_scores_gemma":[0.9879723,0.001382527,0.00003899768,0.000280024,0.002492667,0.000001702307,0.0003168441,0.0002248916,0.004781113,0.00006865976,0.002238871,0.0002014253],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549251,0.0002476221,0.001066515,0.02798693,0.0002147203,0.007334282,0.00005582909,0.0002211693,0.007947817],"genre_scores_gemma":[0.9890848,0.00004017039,0.004849065,0.001140262,0.0006370023,0.0005968569,0.000250669,0.00003344038,0.003367749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04850696,"threshold_uncertainty_score":0.5768834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030639614726142,"score_gpt":0.2485898500880465,"score_spread":0.228283453940785,"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."}}