{"id":"W4400488092","doi":"10.1371/journal.pone.0302681","title":"Timing of follow-up visits after hospital discharge for COPD: Application of a new method","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Trillium Health Centre; University of Toronto; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Physicians' Services Incorporated Foundation; Canadian Institutes of Health Research; Government of Ontario","keywords":"COPD; Medicine; Patient discharge; Hospital discharge; Intensive care medicine; MEDLINE; Emergency medicine; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.08464751,0.001227593,0.002385045,0.002068308,0.0004263832,0.001207708,0.001651697,0.002531442,0.003566862],"category_scores_gemma":[0.1769525,0.0006539386,0.003285663,0.002150807,0.00138389,0.001921581,0.001607374,0.002115856,0.0004099087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009671205,"about_ca_system_score_gemma":0.002049472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000997415,"about_ca_topic_score_gemma":0.0008363222,"domain_scores_codex":[0.8713488,0.1116618,0.005048552,0.005646393,0.005835421,0.0004591534],"domain_scores_gemma":[0.7639154,0.1999071,0.01893094,0.0124699,0.003634962,0.001141608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.08348796,0.003535821,0.1690689,0.005424246,0.007271191,0.0002984418,0.001151492,0.01828142,0.004984544,0.01337576,0.004622716,0.6884975],"study_design_scores_gemma":[0.078033,0.129402,0.2560996,0.002565073,0.02207888,0.00202465,0.0006545094,0.3975114,0.0157793,0.04995314,0.04486831,0.001030248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2016362,0.007857835,0.7525505,0.004485716,0.002472911,0.02231205,0.00252959,0.001075213,0.005079994],"genre_scores_gemma":[0.5664136,0.001504219,0.3966451,0.001912232,0.001229719,0.02979438,0.0006316332,0.00009768247,0.001771418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08464751,"threshold_uncertainty_score":0.4476641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794111932234834,"score_gpt":0.3345027587881844,"score_spread":0.2965616394658361,"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."}}