{"id":"W7111073017","doi":"10.17632/h6sr8xwpv5","title":"Raman Spectroscopy Detects Molecular Variations between Idiopathic and Non-Idiopathic Human Interstitial Lung Disease Biopsies to Assist in Diagnosis_Supplementary","year":2025,"lang":"","type":"dataset","venue":"Mendeley Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Interstitial lung disease; Human lung; Raman spectroscopy; Lung; Spectroscopy; Biopsy; Human disease","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","open_science"],"category_scores_codex":[0.005771305,0.003472724,0.004023525,0.005262507,0.001603671,0.002261484,0.009956528,0.001087602,0.0005800864],"category_scores_gemma":[0.003065441,0.004375844,0.0003952128,0.003999975,0.000889747,0.002264637,0.02262722,0.004087025,0.0003961882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003278355,"about_ca_system_score_gemma":0.002737317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006723064,"about_ca_topic_score_gemma":0.01634916,"domain_scores_codex":[0.9789034,0.003125222,0.004212985,0.007622659,0.002683641,0.003452064],"domain_scores_gemma":[0.9814411,0.0006204587,0.001578583,0.01340397,0.0003096565,0.002646172],"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":[0.001084336,0.002375104,0.04831758,0.006087317,0.002229378,0.004326173,0.0004853141,0.00009238743,0.008670419,0.0001667149,0.9257677,0.0003976144],"study_design_scores_gemma":[0.04762383,0.007002045,0.1726206,0.1177341,0.06847864,0.0001522862,0.00287738,0.02288939,0.01657785,0.00248092,0.5059397,0.03562323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01867551,0.004440788,0.007194661,0.002320522,0.001207326,0.00650875,0.959444,0.0001919017,0.00001649287],"genre_scores_gemma":[0.4097411,0.0005406575,0.0007799296,0.0004911777,0.0007923387,0.0009729126,0.5864261,0.0002468897,0.000008897768],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4198279,"threshold_uncertainty_score":0.9998913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443305409176737,"score_gpt":0.3359637168635276,"score_spread":0.3115306627717602,"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."}}