{"id":"W1982802254","doi":"10.1097/01.rti.0000181523.87391.a9","title":"Hard Metal Lung Disease","year":2005,"lang":"en","type":"article","venue":"Journal of Thoracic Imaging","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Honeycombing; Hard metal; Lung; Reticular connective tissue; Interstitial lung disease; Radiology; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003317113,0.0001278858,0.0002845848,0.0001798239,0.00007083477,0.00004002705,0.0001148435,0.00001995982,0.0002492005],"category_scores_gemma":[0.0001174872,0.0001001096,0.0004197882,0.0001003909,0.00004980941,0.0004732337,0.00003542892,0.0002704413,0.00003486903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447275,"about_ca_system_score_gemma":0.0001856514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002182966,"about_ca_topic_score_gemma":6.530853e-8,"domain_scores_codex":[0.9988167,0.00004291943,0.0004159241,0.0001159596,0.0003883594,0.0002201543],"domain_scores_gemma":[0.9989471,0.00002246804,0.0002284165,0.0001631287,0.0002302821,0.0004085446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04315763,0.002311864,0.1143686,0.002024445,0.001149088,0.01227467,0.0008548281,0.0004887459,0.0835225,0.0007570911,0.07154565,0.6675448],"study_design_scores_gemma":[0.007340004,0.003324473,0.2984223,0.01525492,0.01755555,0.02362331,0.001874912,0.215831,0.01804577,0.001674526,0.3944975,0.002555632],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9100102,0.03452912,0.01042959,0.0359393,0.001582223,0.0003248926,0.00003331573,0.00007869217,0.00707269],"genre_scores_gemma":[0.9924797,0.0001015273,0.003147354,0.001278978,0.001858625,0.000001241644,0.000003623749,0.00002247054,0.001106463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6649892,"threshold_uncertainty_score":0.4082352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096081523617605,"score_gpt":0.3199668042423218,"score_spread":0.3090059890061458,"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."}}