{"id":"W4206068514","doi":"10.3390/jcm11020407","title":"Impact of Pulmonary Rehabilitation Services in Patients with Different Lung Diseases","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; COPD; Pulmonary rehabilitation; Bronchiectasis; Lung cancer; Lung; Internal medicine; Interstitial lung disease; Physical therapy; Asthma; Quality of life (healthcare); Obstructive lung disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001012625,0.0001746387,0.001130128,0.0004250493,0.00004528171,0.000002890398,0.0002252704,0.00004945501,0.0009900028],"category_scores_gemma":[0.0009839638,0.0001010034,0.0003624329,0.0004557694,0.0003259836,0.0001437953,0.0001217274,0.0008101626,6.087507e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004770849,"about_ca_system_score_gemma":0.0004621202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005628519,"about_ca_topic_score_gemma":0.000003072509,"domain_scores_codex":[0.9956172,0.000497281,0.001731219,0.000233242,0.001672689,0.0002484315],"domain_scores_gemma":[0.9961998,0.001480065,0.0009467945,0.0003159903,0.000572569,0.0004847553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01509074,0.004385991,0.9608785,0.0006308926,0.0002481675,0.0002068481,0.0001571143,0.0000826249,0.00002032889,0.000005568746,0.0003153123,0.01797793],"study_design_scores_gemma":[0.0109567,0.01072527,0.9755673,0.0008226034,0.0002976311,0.00002998826,0.0005045453,0.0007499316,6.239629e-7,0.0001837839,0.0000810909,0.00008058103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959195,0.001375224,0.000004846291,0.001625927,0.0003092433,0.0005099715,0.00004636428,0.000005769969,0.0002031498],"genre_scores_gemma":[0.9991962,0.00008272655,0.00003876162,0.0001004061,0.0004634821,0.00001085679,0.00004963043,0.00002324026,0.00003474956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01789735,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900244134829369,"score_gpt":0.3887968091572036,"score_spread":0.3697943678089099,"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."}}