{"id":"W1483877791","doi":"10.1155/2004/276493","title":"Overdiagnosis of Asthma in the Community","year":2004,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Canadian Thoracic Society","keywords":"Medicine; Overdiagnosis; Asthma; Spirometry; Methacholine; Pulmonary function testing; Internal medicine; Pediatrics; Physical therapy; Respiratory disease; Lung","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008430136,0.0001138496,0.0002171528,0.000371622,0.0003055741,0.00002746249,0.0002661475,0.00008755341,0.0001623454],"category_scores_gemma":[0.0002612975,0.00007820583,0.0001465168,0.0003322702,0.0001647183,0.00008676108,0.00001257776,0.0008638691,0.00001949262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003376628,"about_ca_system_score_gemma":0.002561089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009492729,"about_ca_topic_score_gemma":0.06760561,"domain_scores_codex":[0.9986813,0.0003238974,0.0003375952,0.00007639566,0.0002775006,0.00030333],"domain_scores_gemma":[0.998799,0.00007698905,0.0001055465,0.0003390492,0.0001105161,0.0005689086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002301814,0.001009472,0.9175847,0.0001956236,0.0001238035,0.006787455,0.00560276,0.0005680348,0.001907456,0.003509608,0.01763654,0.04484438],"study_design_scores_gemma":[0.001830926,0.0005659476,0.8619961,0.0002452444,0.00002722473,0.0004660048,0.002904368,6.715037e-7,0.0004696283,0.0005285825,0.1308532,0.0001120988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931064,0.001489185,0.00001092856,0.00117725,0.00009914903,0.0001585274,0.00001721093,0.00000507827,0.003936325],"genre_scores_gemma":[0.9888431,0.00001889573,0.00003784953,0.01088165,0.0001864141,0.00000605099,0.00000152933,0.00001319801,0.00001124329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132167,"threshold_uncertainty_score":0.9971032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829914193249402,"score_gpt":0.2810605753872135,"score_spread":0.2527614334547195,"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."}}