{"id":"W2518765462","doi":"10.1016/j.jaci.2016.06.039","title":"Airway hyperresponsiveness and chronic obstructive pulmonary disease outcomes","year":2016,"lang":"en","type":"letter","venue":"Journal of Allergy and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; COPD; Asthma; Airway hyperresponsiveness; Pulmonary function testing; Bronchial hyperresponsiveness; Airway; Pulmonary disease; Allergy; Immunology; Disease; Obstructive lung disease; Cohort; Internal medicine; Lung; Respiratory disease; Surgery","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":[0.001178787,0.0002485823,0.0006492161,0.0005604431,0.001185949,0.001404816,0.0005411046,0.008160636,0.006583388],"category_scores_gemma":[0.00989698,0.0002960037,0.0006629722,0.0006466318,0.0007056883,0.001221921,0.0007105613,0.006277358,0.001632861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008286325,"about_ca_system_score_gemma":0.001103069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002634106,"about_ca_topic_score_gemma":0.005970646,"domain_scores_codex":[0.9987417,0.0004450412,0.0001828814,0.0001317771,0.0002770554,0.0002216418],"domain_scores_gemma":[0.9961317,0.00163421,0.0006159941,0.0001365038,0.0004474478,0.001034226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008428704,0.0004004755,0.518663,0.0002619189,0.0002553857,0.03129151,0.0007954242,0.0003107861,0.0007916132,0.006026166,0.3752297,0.06513103],"study_design_scores_gemma":[0.0006650039,0.000602033,0.6243237,0.001982266,0.0004931932,0.08462451,0.003109523,0.002233221,0.0006032935,0.03619912,0.244925,0.0002391333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07410121,0.01343412,0.0001640139,0.8609872,0.01270046,0.00002018892,0.0006224776,0.00003340248,0.03793703],"genre_scores_gemma":[0.649624,0.00896146,0.0003979235,0.2514111,0.07532077,0.00005384185,0.0005099713,0.00002140007,0.01369948],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008160636,"threshold_uncertainty_score":0.02202362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019972101362002,"score_gpt":0.3149639065885884,"score_spread":0.2947641855749684,"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."}}