{"id":"W3122341692","doi":"10.1097/hcr.0000000000000570","title":"Characteristics of Pulmonary Rehabilitation Programs Following an Exacerbation of Chronic Obstructive Pulmonary Disease","year":2021,"lang":"en","type":"review","venue":"Journal of Cardiopulmonary Rehabilitation and Prevention","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Monsanto (Canada)","funders":"","keywords":"Medicine; Pulmonary disease; Pulmonary rehabilitation; Exacerbation; COPD; Intensive care medicine; Rehabilitation; Physical therapy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002233463,0.0006368933,0.003564743,0.001069681,0.0001179392,0.00004092679,0.0002617097,0.0004520366,0.0000563342],"category_scores_gemma":[0.001316689,0.0005925155,0.003171582,0.0009406495,0.0004898836,0.001056286,0.0001377063,0.0007885997,0.000001663227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047381,"about_ca_system_score_gemma":0.002452699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001019019,"about_ca_topic_score_gemma":9.070207e-7,"domain_scores_codex":[0.9918465,0.002135888,0.003279362,0.0007575429,0.001587641,0.0003930696],"domain_scores_gemma":[0.9927694,0.001027027,0.003091593,0.0008310541,0.001699076,0.0005819016],"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":[0.000646605,0.001525331,0.01157231,0.07161386,0.0007233876,0.0003064417,0.000242136,0.000009913175,0.00008641458,0.0001683367,0.00001005358,0.9130952],"study_design_scores_gemma":[0.002638657,0.007539662,0.713283,0.1353222,0.01912242,0.002596117,0.003454506,0.001065422,0.000009964875,0.004595806,0.108813,0.001559225],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06629834,0.9295777,0.0002304954,0.0001032188,0.0006290717,0.002808467,0.0001452814,0.00002511198,0.0001823037],"genre_scores_gemma":[0.1724822,0.8205431,0.003695913,0.000003958705,0.0007840263,0.00020744,0.001869924,0.0001579907,0.0002554212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.911536,"threshold_uncertainty_score":0.9996526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585639926929737,"score_gpt":0.3410877664004766,"score_spread":0.3152313671311792,"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."}}