{"id":"W2001715497","doi":"10.1378/chest.10584","title":"A Program for Increasing Access to Spirometry in Primary Care","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Spirometry; Medicine; Demographics; Lung function; Primary care; COPD; Physical therapy; Pulmonary function testing; Emergency medicine; Internal medicine; Lung; Family medicine; Demography; Asthma","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":[0.005685781,0.0006182601,0.0005819161,0.002185936,0.005098585,0.001754565,0.00229981,0.002837128,0.01499316],"category_scores_gemma":[0.01557218,0.0005872012,0.00113254,0.001139611,0.0008140346,0.002011838,0.005775404,0.004581724,0.002012429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003161516,"about_ca_system_score_gemma":0.02033708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137389,"about_ca_topic_score_gemma":0.02831397,"domain_scores_codex":[0.9966326,0.00121493,0.0002494873,0.0005856747,0.0006972465,0.0006199423],"domain_scores_gemma":[0.9626679,0.005125639,0.001585114,0.001834276,0.002543824,0.0262432],"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":[0.002427521,0.1222055,0.1360791,0.0009798275,0.0001613646,0.001172227,0.005177621,0.0007327023,0.00814179,0.001500102,0.08646935,0.6349528],"study_design_scores_gemma":[0.007227152,0.01498167,0.9111181,0.0004949828,0.0002610104,0.0007622907,0.003312453,0.002350996,0.001729245,0.00142421,0.05619334,0.0001444849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8389601,0.001002487,0.008805231,0.08419389,0.002602633,0.01941645,0.001504704,0.003283634,0.04023088],"genre_scores_gemma":[0.8147491,0.0015569,0.07568113,0.0572045,0.005058233,0.01775794,0.0017904,0.0002826139,0.02591925],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01499316,"threshold_uncertainty_score":0.05015713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02934337290305259,"score_gpt":0.3654997621561001,"score_spread":0.3361563892530475,"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."}}