{"id":"W2091130802","doi":"10.1378/chest.128.4.2443","title":"Spirometry in the Primary Care Setting","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Spirometry; Primary care; Asthma; Primary care physician; Intensive care medicine; Emergency medicine; Physical therapy; Internal medicine; Family 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":[],"consensus_categories":[],"category_scores_codex":[0.000530298,0.0001147073,0.000167557,0.0002009427,0.0001427275,0.00005628,0.0002283879,0.00005939984,0.0003636329],"category_scores_gemma":[0.0001230808,0.00007721911,0.0001157476,0.0003102874,0.00008994078,0.0001494607,0.0000576486,0.0009807999,0.00008390682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009271248,"about_ca_system_score_gemma":0.0004581602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004634552,"about_ca_topic_score_gemma":0.000005103867,"domain_scores_codex":[0.9985345,0.000093707,0.0002503748,0.0001573639,0.0005842955,0.0003797709],"domain_scores_gemma":[0.9993106,0.00008871849,0.00006527172,0.0002417229,0.000103294,0.0001904034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001768945,0.0003795439,0.519707,0.001209855,0.00005862086,0.002212593,0.00458284,0.00003026307,0.003317495,0.00005828076,0.00352923,0.4647374],"study_design_scores_gemma":[0.00130334,0.00004662034,0.9638398,0.0001826534,0.00002935171,0.001902972,0.003652127,0.00005284681,0.0002696336,0.00005442823,0.02857992,0.00008628209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958572,0.007822702,0.00002918839,0.005859114,0.00008673461,0.0002253717,0.000005049023,0.00001457296,0.02738523],"genre_scores_gemma":[0.9954783,0.0001353685,0.001373716,0.001035529,0.001651639,0.000006738593,0.00001514997,0.00002059111,0.0002830234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4646511,"threshold_uncertainty_score":0.4261142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885544635239097,"score_gpt":0.302734965087498,"score_spread":0.283879518735107,"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."}}