{"id":"W6904836332","doi":"10.1371/journal.pone.0316762.s003","title":"Interstitial Lung Disease Gender-Age-Physiology (ILD-GAP) index.","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interstitial lung disease; Lung; Lung disease; Idiopathic pulmonary fibrosis; Interstitial pneumonitis; Diffuse alveolar damage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006788044,0.001595829,0.001446969,0.002542011,0.0005320213,0.00159978,0.001853615,0.000784445,0.6041506],"category_scores_gemma":[0.00816888,0.0006483899,0.002314992,0.002337278,0.0002886334,0.001659122,0.001045138,0.002155649,0.08509164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006731834,"about_ca_system_score_gemma":0.0008799009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02211241,"about_ca_topic_score_gemma":0.03372784,"domain_scores_codex":[0.999588,0.00007464152,0.00007614899,0.0001035969,0.00006813054,0.00008953157],"domain_scores_gemma":[0.9968177,0.001683486,0.0003828199,0.0001937328,0.0006951012,0.0002270143],"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":[0.0004612536,0.00007302567,0.01694236,0.002840627,0.0001615438,0.0001022969,0.00004660753,0.0004532011,0.0002017485,0.0005107764,0.965286,0.01292056],"study_design_scores_gemma":[0.004129948,0.0004158223,0.3550221,0.006275951,0.0006119873,0.003062862,0.0006758563,0.003903799,0.0009592809,0.007973888,0.6166964,0.0002720327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001136413,0.0003233051,0.0003797782,0.0003030224,0.0002033376,0.0002418524,0.9947705,0.0002659791,0.002375737],"genre_scores_gemma":[0.04258124,0.001288482,0.006642406,0.002356112,0.0007496877,0.002177478,0.9226617,0.000877563,0.02066546],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6041506,"threshold_uncertainty_score":0.5646311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959864411433365,"score_gpt":0.3015639968433776,"score_spread":0.2719653527290439,"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."}}