{"id":"W4386310507","doi":"10.2196/45624","title":"Perspectives of Patients With Chronic Respiratory Diseases and Medical Professionals on Pulmonary Rehabilitation in Pune, India: Qualitative Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; Government of the United Kingdom","keywords":"Medicine; Thematic analysis; Pulmonary rehabilitation; Qualitative research; Rehabilitation; Referral; Physical therapy; COPD; Family medicine; Psychiatry","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":[0.006178863,0.0004197998,0.0006284024,0.001535237,0.005596322,0.00352223,0.001268918,0.001286172,0.003057006],"category_scores_gemma":[0.01068979,0.0005808286,0.0005143302,0.002107076,0.004876445,0.002716339,0.004295493,0.002479305,0.0002760889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005178209,"about_ca_system_score_gemma":0.004682478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010043,"about_ca_topic_score_gemma":0.01613614,"domain_scores_codex":[0.9947593,0.003351408,0.0002193975,0.0002608846,0.0003966764,0.001012338],"domain_scores_gemma":[0.9880422,0.00935034,0.0007429368,0.0001843418,0.000757258,0.0009229246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002200951,0.00002196227,0.003275509,0.0001751158,0.000003623366,0.0005533837,0.992952,0.0000207797,0.0002826381,0.0004023224,0.0003425166,0.001948104],"study_design_scores_gemma":[0.000001692705,0.00001528766,0.00147254,0.00008743884,0.000002104696,0.0001201152,0.996588,0.00002252792,0.0000554674,0.0000613562,0.001568681,0.000004818575],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922658,0.0006813562,0.0007810551,0.002333335,0.00004929716,0.0001967776,0.0003396726,0.00000913903,0.003343503],"genre_scores_gemma":[0.9953955,0.0009313392,0.0006728694,0.001111826,0.0000185007,0.0003502959,0.0001328748,0.00001190661,0.001374913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01010043,"threshold_uncertainty_score":0.03757071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272851705066341,"score_gpt":0.4347358654957797,"score_spread":0.4074506949891456,"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."}}