{"id":"W4414972860","doi":"10.1002/rcr2.70370","title":"Reply to ‘Letter to the Editor: “Asbestosis Requiring Lung Transplantation in a Retired Hairdresser: An Occupational Exposure to Comb Through”’","year":2025,"lang":"en","type":"letter","venue":"Respirology Case Reports","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Manitoba","funders":"","keywords":"Asbestos; Asbestosis; Lung transplantation; Occupational exposure; Occupational lung disease; Bronchiolitis obliterans; Shower","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"],"consensus_categories":[],"category_scores_codex":[0.0004829119,0.0004597067,0.0006495354,0.0004409634,0.0002010725,0.00003993952,0.0001402002,0.0006343847,0.0001391671],"category_scores_gemma":[0.0002786491,0.0003797461,0.0001975493,0.0004182489,0.00007660314,0.0001490258,0.0001104804,0.0009365694,0.00004530398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003849186,"about_ca_system_score_gemma":0.0002556387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009545317,"about_ca_topic_score_gemma":0.0003886404,"domain_scores_codex":[0.9961255,0.000288757,0.001058571,0.001199279,0.0007708268,0.000557107],"domain_scores_gemma":[0.9979821,0.0002739892,0.000246277,0.001152455,0.00009464614,0.0002504695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00116558,0.0001130958,0.05359147,0.0002695958,0.00007349639,0.1260132,0.0004757779,0.0006263013,0.000171767,0.00000250118,0.8172169,0.0002802861],"study_design_scores_gemma":[0.0004600093,0.0006323555,0.1001938,0.0004884366,0.0003956471,0.01187578,0.00002537216,0.00001388798,0.0001186315,0.00002819231,0.885377,0.0003909198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3583018,0.0001654899,0.0004170612,0.6354918,0.002753031,0.002192756,0.0002342433,0.00009677243,0.0003470424],"genre_scores_gemma":[0.1352764,0.0000178288,0.0007298132,0.8474387,0.01308226,0.0008229106,0.001759276,0.00006291873,0.0008099137],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2230254,"threshold_uncertainty_score":0.9998655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872213182470559,"score_gpt":0.304234754749549,"score_spread":0.2855126229248434,"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."}}