{"id":"W7001946362","doi":"","title":"Low dose CT detected interstitial lung abnormalities in a population with low asbestos exposure","year":2021,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Lung; Population; Asbestos; Interstitial lung disease; Computed tomography","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":[0.0004495081,0.0002250479,0.000370954,0.0002832233,0.0003483391,0.0001631172,0.0001081798,0.0001257674,0.00006661908],"category_scores_gemma":[0.0001196076,0.0001780365,0.0001107861,0.0003852982,0.0002653931,0.0002703598,0.0001421677,0.0006444068,0.000005066903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221657,"about_ca_system_score_gemma":0.0004324706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009491516,"about_ca_topic_score_gemma":0.00001425363,"domain_scores_codex":[0.9972695,0.0004504773,0.0004042207,0.0005426345,0.0007671617,0.0005660742],"domain_scores_gemma":[0.9987075,0.0001024146,0.00007398421,0.0003720637,0.0004338739,0.0003101211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02863501,0.0029839,0.4688568,0.01377864,0.0006964703,0.05369712,0.004266005,0.00008403055,0.4111235,0.002487384,0.002432941,0.01095823],"study_design_scores_gemma":[0.004940268,0.007923372,0.5378612,0.009584093,0.0001969423,0.004255829,0.005992738,0.005501744,0.4222332,0.0001280893,0.0006158326,0.0007667331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944539,0.002095663,0.00003065738,0.000304071,0.0002313874,0.0006822843,0.00002909667,0.00006018062,0.002112723],"genre_scores_gemma":[0.9954868,0.0001717008,0.0001535267,0.0000483309,0.0005294272,0.0001389837,0.000146985,0.00003880385,0.003285425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06900435,"threshold_uncertainty_score":0.7260116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302784304351517,"score_gpt":0.2892498471535134,"score_spread":0.2762220041099982,"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."}}