{"id":"W2603871875","doi":"","title":"Identifying adults at risk of COPD who need confirmatory spirometry in primary care","year":2011,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spirometry; Medicine; COPD; Confidence interval; Wheeze; Physical therapy; Vital capacity; Receiver operating characteristic; Internal medicine; Asthma; Diffusing capacity; Lung; Lung function","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00158046,0.000313056,0.0004913384,0.0006931561,0.0006583501,0.0006561821,0.0004226914,0.001036088,0.001000263],"category_scores_gemma":[0.01296433,0.000451945,0.0003276514,0.0007693509,0.0003824678,0.0004975423,0.0005180893,0.0004814452,0.0002978872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009861591,"about_ca_system_score_gemma":0.001511747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0596706,"about_ca_topic_score_gemma":0.08815289,"domain_scores_codex":[0.9983596,0.0004706335,0.0001092442,0.0002684237,0.0005874044,0.000204652],"domain_scores_gemma":[0.9952313,0.001372114,0.001722723,0.0001716548,0.0007910829,0.0007111202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005280874,0.00003432802,0.9977455,0.00002110379,0.000009783608,0.0001096576,0.00008711157,0.00001790832,0.0001103877,0.000002954412,0.0001692471,0.001639317],"study_design_scores_gemma":[0.00001884786,0.0001954038,0.9989468,0.00001951361,0.0000190182,0.0002594544,0.0001386945,0.0002441325,0.00002805084,0.000008754333,0.0001185979,0.000002553102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965289,0.001164238,0.0002238032,0.0005551476,0.00002245964,0.00007958365,0.0003050713,0.00002113489,0.001099739],"genre_scores_gemma":[0.9989966,0.0002458092,0.0003117581,0.000185907,0.00002676554,0.0000201966,0.0001393278,9.840702e-7,0.00007261334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0596706,"threshold_uncertainty_score":0.1186466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194552877922976,"score_gpt":0.2486780287237967,"score_spread":0.226732499944567,"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."}}