{"id":"W195237098","doi":"10.1155/2012/653084","title":"Spirometry in Primary Care: An Analysis of Spirometry Test Quality in a Regional Primary Care Asthma Program","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Windsor Clinical Research; St Joseph's Health Care","funders":"Government of Ontario","keywords":"Medicine; Spirometry; Asthma; Concordance; Primary care; Test (biology); Family medicine; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004462142,0.0002642699,0.0004273609,0.001071656,0.0005287883,0.0008879522,0.0007978529,0.0006862637,0.0008736957],"category_scores_gemma":[0.01164957,0.0003148315,0.0006231424,0.001316382,0.0006612077,0.0005579468,0.001194626,0.0005249715,0.0002403184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00236633,"about_ca_system_score_gemma":0.001312247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03048049,"about_ca_topic_score_gemma":0.03062504,"domain_scores_codex":[0.9949176,0.00209785,0.0003080578,0.0007482268,0.001334971,0.0005933226],"domain_scores_gemma":[0.9875484,0.002371284,0.004637997,0.0006578966,0.002796634,0.001987753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000122851,0.00007003432,0.9972861,0.00002369252,0.00007074486,0.00006581054,0.0004898733,0.00006917108,0.0001699394,0.000005323402,0.0001222229,0.001504243],"study_design_scores_gemma":[0.000006291109,0.0002367031,0.9992723,0.000004234856,0.00001396327,0.00006268595,0.0002278852,0.0001046286,0.00002579918,0.000001475506,0.00004197692,0.000002021666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993444,0.0001612255,0.00007795306,0.0000476363,0.0000020896,0.00002327762,0.0001627108,0.000006026994,0.0001746191],"genre_scores_gemma":[0.999634,0.00003986676,0.00008188574,0.00002200122,0.000003578918,0.00001394678,0.0001660508,0.000001829965,0.0000367128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03048049,"threshold_uncertainty_score":0.06060612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885352024289445,"score_gpt":0.3127337644259423,"score_spread":0.2838802441830478,"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."}}