{"id":"W4392546629","doi":"10.1016/j.rmed.2024.107588","title":"Implementation of virtual pulmonary rehabilitation during the COVID-19 pandemic: Experiences and perceptions of patients and healthcare providers","year":2024,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University; West Park Healthcare Centre; McMaster University Medical Centre","funders":"","keywords":"Medicine; Thematic analysis; Psychosocial; Pandemic; Health care; Rehabilitation; Qualitative research; Pulmonary rehabilitation; COPD; Perception; Coronavirus disease 2019 (COVID-19); Nursing; Family medicine; Physical therapy; Internal medicine; Disease; Psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007091595,0.000234968,0.0004331075,0.0002862258,0.006330422,0.004187242,0.001080942,0.002072839,0.005432067],"category_scores_gemma":[0.02208485,0.0003834636,0.0004586484,0.0003037172,0.002661772,0.00242596,0.006717721,0.003995913,0.0004063832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002752529,"about_ca_system_score_gemma":0.006783083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009855145,"about_ca_topic_score_gemma":0.01678737,"domain_scores_codex":[0.9928712,0.004528098,0.0002000792,0.0002578956,0.0005191555,0.001623694],"domain_scores_gemma":[0.9814975,0.005686436,0.001613169,0.0004403832,0.001233118,0.009529461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009038795,0.003962706,0.1397671,0.0004554553,0.0001290205,0.002589929,0.7546068,0.0005525959,0.001790214,0.002665158,0.0185655,0.07401168],"study_design_scores_gemma":[0.00009509233,0.001743345,0.04879662,0.0003444481,0.00004727607,0.0007673149,0.9225707,0.0006589137,0.0003753332,0.0004359064,0.02406898,0.00009611567],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866695,0.0003090429,0.0003916509,0.007622601,0.0001740148,0.00007524949,0.00005342617,0.00002097411,0.00468365],"genre_scores_gemma":[0.9962593,0.0002299881,0.000384672,0.002125866,0.00004986659,0.00005387285,0.00003198455,0.00001011228,0.0008543247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009855145,"threshold_uncertainty_score":0.03750437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03536242103112741,"score_gpt":0.3877696229084448,"score_spread":0.3524072018773174,"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."}}