{"id":"W4291202088","doi":"10.1038/s41598-022-17959-6","title":"Longitudinal follow-up of the asthma status in a French–Canadian cohort","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université du Québec à Chicoutimi","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Universities Space Research Association","keywords":"Asthma; Medicine; Vital capacity; Cohort; Atopy; Body mass index; Pulmonary function testing; Bronchial hyperresponsiveness; Allergy; Cohort study; Internal medicine; Immunology; Pediatrics; Respiratory disease; Lung; Lung function; Diffusing capacity","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":[0.001348672,0.0004938586,0.0003868234,0.001372095,0.002801889,0.001051581,0.0008798468,0.0006772071,0.002215033],"category_scores_gemma":[0.001458266,0.0003300546,0.0008287861,0.00213267,0.0004151392,0.0003232118,0.000745944,0.0007346491,0.000355526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00888032,"about_ca_system_score_gemma":0.007171447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9688034,"about_ca_topic_score_gemma":0.9604583,"domain_scores_codex":[0.9989692,0.0001254677,0.00004182519,0.0002582422,0.0002432026,0.0003620982],"domain_scores_gemma":[0.9986142,0.00006369285,0.0001893345,0.0001310424,0.0006676791,0.0003341063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002199911,0.0000535954,0.9933978,0.00001486119,0.000177793,0.0001838163,0.0005218668,0.00008993809,0.0006278445,0.0001017891,0.001182704,0.003427882],"study_design_scores_gemma":[0.00000920491,0.0000388086,0.9978302,0.00001395786,0.00004268812,0.00009257816,0.0003838433,0.0001492715,0.00006438857,0.00001733254,0.001346715,0.00001088031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991084,0.0009873164,0.0003154434,0.0003562987,0.00002406928,0.00004660251,0.005396434,0.00002014308,0.001769742],"genre_scores_gemma":[0.9962514,0.000323025,0.0002441813,0.0001023056,0.000009245782,0.00002280806,0.001945472,0.000005999786,0.001095592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9688034,"threshold_uncertainty_score":0.06443149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287388640310522,"score_gpt":0.2477376815909159,"score_spread":0.2348637951878107,"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."}}