{"id":"W1887598197","doi":"10.2147/copd.s3568","title":"The precarious balance between ‘supply’ and ‘demand’ for health care: The increasing global demand for rehabilitation service for individuals living with chronic obstructive pulmonary disease","year":2008,"lang":"en","type":"review","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care; University of Toronto","funders":"","keywords":"Medicine; Pulmonary rehabilitation; COPD; Health care; Global health; Rehabilitation; Investment (military); Public health; Physical therapy; Environmental health; Economic growth; Nursing; Economics; Internal medicine","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":[0.002202264,0.0009062274,0.002124104,0.0003920818,0.001034901,0.0003431119,0.001318911,0.0003282277,0.00001950508],"category_scores_gemma":[0.003687957,0.0005904366,0.001135556,0.0005080908,0.000636666,0.0005074985,0.0003498626,0.0009367547,0.00000664354],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005029198,"about_ca_system_score_gemma":0.006848133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001834237,"about_ca_topic_score_gemma":0.0006278017,"domain_scores_codex":[0.9930829,0.0008594092,0.002067274,0.0009554879,0.002019704,0.00101519],"domain_scores_gemma":[0.9815117,0.01073267,0.002592214,0.0007990788,0.003566229,0.0007980749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004794315,0.0005443344,0.0961422,0.04113927,0.006657795,0.00002941971,0.002709132,0.0001786113,0.000003767862,0.0004834241,0.007361273,0.8399565],"study_design_scores_gemma":[0.002925806,0.0004721117,0.1224243,0.01760893,0.002081863,0.001684022,0.0001739766,0.00007709523,2.294753e-7,0.001263495,0.8507176,0.0005706122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01954681,0.9542099,0.005142625,0.006397998,0.0008459267,0.008226898,0.005543882,0.00004319817,0.00004276142],"genre_scores_gemma":[0.05282173,0.9156601,0.01623167,0.0006346579,0.007517324,0.002424189,0.00381843,0.0003855122,0.0005063774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8433563,"threshold_uncertainty_score":0.9996547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884633689740607,"score_gpt":0.3738495158353962,"score_spread":0.3450031789379901,"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."}}