{"id":"W2800914382","doi":"10.2147/copd.s151720","title":"Dietary resilience in patients with severe COPD at the start of a pulmonary rehabilitation program","year":2018,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"Hanzehogeschool Groningen; European Society for Clinical Nutrition and Metabolism; Universitair Medisch Centrum Groningen","keywords":"Medicine; COPD; Malnutrition; Thematic analysis; Pulmonary rehabilitation; Qualitative research; Rehabilitation; Psychological resilience; Quality of life (healthcare); Physical therapy; Resilience (materials science); Gerontology; Nursing; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003970282,0.00012003,0.0002274844,0.0002363404,0.00004496889,0.00001597059,0.0003474981,0.0000447708,0.0004050804],"category_scores_gemma":[0.0003611674,0.00007743527,0.0001048295,0.0002511914,0.0005700664,0.000277218,0.0001193643,0.0002632782,0.00001660217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006056612,"about_ca_system_score_gemma":0.0003959231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004607386,"about_ca_topic_score_gemma":0.00005841491,"domain_scores_codex":[0.9974644,0.000115425,0.0005267145,0.0001773202,0.001523633,0.0001925196],"domain_scores_gemma":[0.9969797,0.0002469199,0.0003513689,0.0002218131,0.002084805,0.0001154075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008323459,0.001190417,0.924908,0.00007672473,0.0001556046,0.0001257628,0.0004455304,0.00005894571,0.0002763736,0.00002932126,0.001657412,0.06275243],"study_design_scores_gemma":[0.002437286,0.001603704,0.9920526,0.0004882756,0.00003269493,0.0001379156,0.0003208759,0.0004161824,0.0001618889,0.0002477998,0.002024905,0.00007591411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944619,0.0002874943,0.00001057263,0.002659848,0.0002426697,0.0005611548,0.00003656719,0.000006982164,0.001732837],"genre_scores_gemma":[0.998484,0.00002099879,0.0007440072,0.00012246,0.000214129,0.00001415046,0.00002260969,0.00001534422,0.0003623072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06714454,"threshold_uncertainty_score":0.4435346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078592903094535,"score_gpt":0.3071122582406522,"score_spread":0.2963263292097069,"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."}}