{"id":"W4394743198","doi":"10.36141/svdld.v41i1.14626","title":"Flashy lungs and sarcoidosis: not always a sign of disease activity.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Montreal Heart Institute","funders":"","keywords":"Medicine; Sarcoidosis; Methotrexate; Discontinuation; Pneumonitis; Hypersensitivity pneumonitis; Pathological; Parenchyma; Lung; Radiology; Internal medicine; Pathology","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":[0.0002711231,0.0005608147,0.0004058791,0.0007823298,0.0005721631,0.0006953305,0.0002831009,0.002087028,0.002705608],"category_scores_gemma":[0.001737244,0.0002688994,0.0003171993,0.0004195499,0.0006656951,0.0009531484,0.0004349793,0.0009533924,0.0007415328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123878,"about_ca_system_score_gemma":0.0002078926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009411483,"about_ca_topic_score_gemma":0.001187225,"domain_scores_codex":[0.9997904,0.0000348856,0.00002494306,0.00003966807,0.00003585811,0.00007429725],"domain_scores_gemma":[0.9988768,0.0004661389,0.0002881813,0.00007283445,0.00006627006,0.0002297305],"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":[0.0001478338,0.00006339882,0.07086202,0.00008040613,0.00002598163,0.9192361,0.0002520798,0.00003776366,0.002735141,0.0002014962,0.0005570566,0.005800794],"study_design_scores_gemma":[0.000008355808,0.00009129359,0.02026998,0.00002621889,0.00001821539,0.9777231,0.0001143458,0.00005188271,0.0003967171,0.0001102753,0.00118296,0.000006782996],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945129,0.02448497,0.001929303,0.003341426,0.0004051214,0.00006379175,0.0001513246,0.0001188761,0.02437612],"genre_scores_gemma":[0.9958509,0.001776333,0.0002284631,0.0006501601,0.0003827923,0.000003153013,0.00003111167,0.000006814814,0.001070162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002705608,"threshold_uncertainty_score":0.009051144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126000315792385,"score_gpt":0.2846321703822178,"score_spread":0.2433721672242939,"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."}}