{"id":"W4410289208","doi":"10.1055/a-2494-3542","title":"COPD: Exazerbationsrisiken durch häusliche Aspergillus-Exposition","year":2025,"lang":"de","type":"article","venue":"Pneumologie","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exposition (narrative); Aspergillus; COPD; Medicine; Microbiology; Biology; Art; Internal medicine; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002217398,0.0005012015,0.0006455862,0.0008302187,0.000590025,0.001720844,0.0002724926,0.0008204537,0.01268599],"category_scores_gemma":[0.003499808,0.0001723749,0.000766226,0.001568832,0.0004096858,0.0006442128,0.0007488035,0.0008665745,0.001744656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005799615,"about_ca_system_score_gemma":0.0006863627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003682952,"about_ca_topic_score_gemma":0.005342209,"domain_scores_codex":[0.9982795,0.0006247188,0.0002095312,0.0002306886,0.0004854553,0.0001701469],"domain_scores_gemma":[0.998019,0.000722048,0.0007400858,0.0001145243,0.0002480914,0.000156217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003000879,0.0007865945,0.497394,0.007877318,0.001341691,0.002034011,0.001331729,0.000427717,0.008192073,0.0009020836,0.0174925,0.4592194],"study_design_scores_gemma":[0.0001185456,0.001545065,0.9298999,0.001852253,0.001009696,0.006748095,0.0009504032,0.0003126975,0.004377361,0.001177039,0.05196409,0.00004481392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6938739,0.2406959,0.004793476,0.007555767,0.0009004025,0.0006462703,0.008607456,0.0002172171,0.04270957],"genre_scores_gemma":[0.946224,0.03812646,0.001510534,0.001498175,0.0005702119,0.0002255099,0.00277758,0.00003170626,0.009035689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268599,"threshold_uncertainty_score":0.04243886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697615631651587,"score_gpt":0.3260949518239817,"score_spread":0.2991187955074659,"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."}}