{"id":"W4417337978","doi":"10.58931/crt.2025.1317","title":"Updates in Allergic Bronchopulmonary Aspergillosis","year":2025,"lang":"","type":"article","venue":"Canadian Respirology Today","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Allergic bronchopulmonary aspergillosis; Aspergillus fumigatus; Aspergilloma; Pathogenesis; Aspergillosis; Lung; Immune system; Pathophysiology; Refractory (planetary science)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005676651,0.0006900476,0.001156178,0.002367256,0.0003716993,0.00006043393,0.0006945536,0.001221697,0.005788999],"category_scores_gemma":[0.0003450889,0.0007589876,0.0004634303,0.001259803,0.0006801009,0.0001801752,0.0001787227,0.001216098,0.0007282039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001978963,"about_ca_system_score_gemma":0.004949947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1551158,"about_ca_topic_score_gemma":0.2150005,"domain_scores_codex":[0.9947902,0.0004677897,0.001146962,0.001274535,0.0002616732,0.002058815],"domain_scores_gemma":[0.9968277,0.0002087399,0.0001399592,0.001082404,0.0001700562,0.001571142],"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":[0.02347412,0.00159798,0.4980768,0.0020606,0.00207225,0.03184981,0.001019394,0.0006777858,0.002715204,0.0558719,0.3229502,0.057634],"study_design_scores_gemma":[0.0028807,0.002494015,0.2959968,0.001802367,0.0005927827,0.000104778,0.0004804834,0.002274795,0.00007344803,0.001778432,0.6906936,0.0008279186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.566828,0.08990488,0.00001986,0.09545386,0.006827496,0.002016705,0.0007654224,0.0001030141,0.2380807],"genre_scores_gemma":[0.9511862,0.002181152,0.0000368011,0.0285019,0.0005478866,0.0001153163,0.0001832827,0.00006502554,0.01718241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3843582,"threshold_uncertainty_score":0.9994861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006004850711923681,"score_gpt":0.2551774629205946,"score_spread":0.2491726122086709,"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."}}