{"id":"W4307430105","doi":"10.2196/40700","title":"A Novel Concentrated, Interdisciplinary Group Rehabilitation Program for Patients With Chronic Obstructive Pulmonary Disease: Protocol for a Nonrandomized Clinical Intervention Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Pulmonary rehabilitation; Rehabilitation; Physical therapy; Vital capacity; Pulmonary function testing; Intervention (counseling); Protocol (science); Pulmonary disease; Focus group; Lung function; Alternative medicine; Nursing; Lung; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02781976,0.004509073,0.006144958,0.002567414,0.004113278,0.002339304,0.003559388,0.00661482,0.04519581],"category_scores_gemma":[0.02089101,0.002544561,0.002616185,0.002282762,0.00280152,0.002327862,0.002083079,0.004615586,0.009886859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003639023,"about_ca_system_score_gemma":0.01517615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535212,"about_ca_topic_score_gemma":0.00237315,"domain_scores_codex":[0.9826168,0.01053323,0.001976769,0.001167082,0.002074064,0.001631968],"domain_scores_gemma":[0.9891165,0.002829057,0.001925345,0.00170487,0.002721578,0.00170262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6859877,0.2220541,0.002597039,0.009203296,0.0007346971,0.0004554242,0.0008768804,0.003923799,0.004137678,0.00226042,0.01351869,0.05425029],"study_design_scores_gemma":[0.7877064,0.1774984,0.006795392,0.00107706,0.000287397,0.00009296916,0.0003218724,0.001918609,0.001460262,0.001311158,0.02139388,0.0001364909],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003425212,0.00003192785,0.0006522126,0.00006282181,0.00007612982,0.9951177,0.000304936,0.00002979547,0.0002992702],"genre_scores_gemma":[0.002009405,0.0000384589,0.001211347,0.0000955024,0.00002587331,0.9963475,0.00007595383,0.000002088803,0.0001938584],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04519581,"threshold_uncertainty_score":0.151195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050324786896993,"score_gpt":0.5372249112614506,"score_spread":0.4321924325717512,"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."}}