{"id":"W4308188746","doi":"10.1183/13993003.01721-2022","title":"Patient and physician factors associated with symptomatic undiagnosed asthma or COPD","year":2022,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Memorial University of Newfoundland; Queen's University; Dalhousie University; University of Alberta; Western University; University of Toronto; St. Michael's Hospital; McMaster University; University of British Columbia; University of Calgary; University of Ottawa; McGill University; Ottawa Hospital; Université de Montréal; University of Saskatchewan; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Asthma; Spirometry; COPD; Pediatrics; Psychosocial; Emergency department; Population; Bronchodilator; Quality of life (healthcare); Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007669809,0.0001378809,0.0002961818,0.0006379849,0.0002947679,0.0004797559,0.0002742279,0.0005733403,0.002501249],"category_scores_gemma":[0.005173733,0.0001336637,0.0002926791,0.0007896222,0.0002968407,0.000351214,0.000327678,0.0005187705,0.0001405706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002197127,"about_ca_system_score_gemma":0.0003139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287642,"about_ca_topic_score_gemma":0.002687877,"domain_scores_codex":[0.9991632,0.0002314258,0.0001202109,0.000151878,0.0002345492,0.00009881064],"domain_scores_gemma":[0.9948212,0.001570435,0.002649108,0.0001499629,0.0002530417,0.0005561545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002129195,0.00001658743,0.9993942,0.000007791624,0.00001243449,0.00004333465,0.00002845918,0.000009505045,0.00003146941,0.000005092869,0.00002819616,0.0004016794],"study_design_scores_gemma":[0.000002250366,0.00003608203,0.9992732,0.000007797059,0.000009547727,0.0004307707,0.0001078972,0.0000635242,0.00001263471,0.00001140762,0.00004360225,0.000001282177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987057,0.0005335621,0.00005938435,0.0001314175,0.000006336053,0.000006989087,0.0001660644,0.000002608933,0.0003878465],"genre_scores_gemma":[0.9997005,0.00007977523,0.00005106096,0.00002829781,0.000009270328,0.00000275158,0.00009666262,4.69506e-7,0.00003105057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002501249,"threshold_uncertainty_score":0.008367538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973151644859815,"score_gpt":0.2722989684869195,"score_spread":0.2425674520383214,"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."}}