{"id":"W4412491371","doi":"10.1002/rcr2.70283","title":"Asbestosis Requiring Lung Transplantation in a Retired Hairdresser: An Occupational Exposure to Comb Through","year":2025,"lang":"en","type":"article","venue":"Respirology Case Reports","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; University of Manitoba","funders":"","keywords":"Asbestosis; Lung transplantation; Medicine; Interstitial lung disease; Asbestos; Occupational lung disease; Disease; Occupational disease; Intensive care medicine; Lung; Occupational exposure; Pathology; Environmental health; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005396514,0.001280123,0.000857953,0.002200421,0.003352768,0.001443171,0.001709918,0.004801543,0.003062759],"category_scores_gemma":[0.002105131,0.0007191841,0.001463309,0.001309069,0.001877857,0.001524001,0.001632488,0.003970827,0.0008283518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002572791,"about_ca_system_score_gemma":0.001409147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007696729,"about_ca_topic_score_gemma":0.01236242,"domain_scores_codex":[0.9993057,0.00007729093,0.00006271101,0.000153049,0.0001224123,0.0002788462],"domain_scores_gemma":[0.9985431,0.0003382211,0.0002564807,0.00007329656,0.00006864312,0.0007201923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001534721,0.00004818773,0.00712604,0.00001171129,0.000004626597,0.9915773,0.0001920899,0.00003688316,0.0003043375,0.00008763874,0.0001406032,0.0004553455],"study_design_scores_gemma":[0.00001348661,0.000140605,0.009326033,0.00001868669,0.000009539752,0.9891572,0.0003708849,0.0002772173,0.0002101632,0.0001388797,0.0003267986,0.00001054366],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981991,0.002181891,0.001826856,0.005834962,0.0003977131,0.0001607463,0.0001297321,0.000124784,0.007352289],"genre_scores_gemma":[0.9955448,0.0006217702,0.0006023005,0.001251065,0.0004895781,0.00001369888,0.0000476142,0.00001475948,0.001414429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007696729,"threshold_uncertainty_score":0.01866698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193619614039092,"score_gpt":0.3389801601474371,"score_spread":0.3196181987435279,"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."}}