{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001152735,0.0004040844,0.001184175,0.005459065,0.0001714786,0.00005592467,0.000365342,0.0003894253,0.0002317239],"category_scores_gemma":[0.0002501816,0.0003806303,0.000518651,0.003815649,0.0002991794,0.0005118789,0.00004799663,0.001014865,0.00001019139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789894,"about_ca_system_score_gemma":0.005404939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004496098,"about_ca_topic_score_gemma":0.04352798,"domain_scores_codex":[0.9957115,0.0004638694,0.001314349,0.0004774082,0.0009105218,0.00112237],"domain_scores_gemma":[0.9955477,0.0001282101,0.0004539791,0.0006898657,0.000435723,0.002744562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001453101,0.0006410326,0.9040983,0.0005028325,0.0001435459,0.000567184,0.001023264,0.00002633717,0.0009381732,0.00002037174,0.0001147947,0.09177887],"study_design_scores_gemma":[0.001864043,0.0007657096,0.9655624,0.0003131202,0.0003016928,0.00007615403,0.003739861,0.000004487594,0.00008444035,0.00000262262,0.02690282,0.0003826709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674601,0.02935532,0.000006383378,0.00006696156,0.0001647277,0.0005470847,0.0001844227,0.00003000049,0.002185029],"genre_scores_gemma":[0.9953172,0.00005811362,0.0005017028,0.00324161,0.0005287676,0.00003778042,0.0002358299,0.00005748917,0.00002146125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09139621,"threshold_uncertainty_score":0.9998646,"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."}}