{"id":"W3208875649","doi":"10.1097/mcp.0000000000000832","title":"Pulmonary rehabilitation in a postcoronavirus disease 2019 world: feasibility, challenges, and solutions","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Pulmonary Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Pulmonary rehabilitation; Multidisciplinary approach; Rehabilitation; Telehealth; Pulmonary disease; MEDLINE; Coronavirus disease 2019 (COVID-19)","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":[0.00110706,0.0004572487,0.00079667,0.001139232,0.0001192524,0.00001377978,0.0002031216,0.000128259,0.0004980483],"category_scores_gemma":[0.001276233,0.0004440497,0.000149895,0.00141513,0.0007710367,0.0003924692,0.0004373654,0.0009467842,0.00004015156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060284,"about_ca_system_score_gemma":0.0008584224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001225824,"about_ca_topic_score_gemma":0.00008387346,"domain_scores_codex":[0.9950675,0.0006105201,0.001022101,0.001400184,0.001019145,0.0008805516],"domain_scores_gemma":[0.9969462,0.0007012942,0.0001380286,0.001003654,0.00031663,0.0008942341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002430208,0.005806732,0.6229484,0.008457529,0.00004260441,0.001553738,0.0007684381,0.00002737867,0.0006140496,0.008281603,0.00180348,0.3472658],"study_design_scores_gemma":[0.003105251,0.0001782975,0.9609351,0.004992774,0.00005117925,0.0003364077,0.001131093,0.002594708,0.0000020835,0.007972515,0.01834323,0.0003573714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1838866,0.75212,0.00001897576,0.05157338,0.003759336,0.003002694,0.0001870894,0.0001399135,0.005312047],"genre_scores_gemma":[0.9367357,0.05932636,0.0001323215,0.0001038181,0.001068637,0.0003436101,0.001516955,0.00007512733,0.0006974417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7528492,"threshold_uncertainty_score":0.9998011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09745429965809604,"score_gpt":0.3901300373174604,"score_spread":0.2926757376593644,"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."}}