{"id":"W6902137949","doi":"10.6084/m9.figshare.20098378","title":"Additional file 1 of Blood gene expression risk profiles and interstitial lung abnormalities: COPDGene and ECLIPSE cohort studies","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gene expression; Cohort; Interstitial lung disease; Lung; Cohort study; Gene; Eclipse; Expression (computer science)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002798862,0.001007679,0.001357597,0.002406304,0.0008522918,0.001564485,0.001668742,0.001128759,0.8189741],"category_scores_gemma":[0.0399645,0.0005700529,0.001024393,0.003919443,0.0002707033,0.001242687,0.001046077,0.0009066089,0.09181366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008752067,"about_ca_system_score_gemma":0.001795764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006989017,"about_ca_topic_score_gemma":0.01018803,"domain_scores_codex":[0.9987986,0.0002961089,0.0002583886,0.0003561708,0.000155442,0.0001352511],"domain_scores_gemma":[0.9618117,0.03067767,0.002248648,0.002065849,0.002420678,0.0007755324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005459186,0.000098945,0.006047363,0.004070649,0.0001638845,0.000112852,0.00007910664,0.0003602729,0.0001518336,0.0009151829,0.9775097,0.009944274],"study_design_scores_gemma":[0.009723562,0.0005721286,0.07835556,0.006652108,0.0008853884,0.001826152,0.0006550101,0.002212356,0.001164311,0.02082662,0.876896,0.0002308126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002908721,0.00003101564,0.0003348038,0.0000948979,0.00002600684,0.00007231793,0.9984199,0.0001439999,0.0005862023],"genre_scores_gemma":[0.01266556,0.0002541625,0.004273411,0.0008965079,0.0002307687,0.002444181,0.9671425,0.0006164806,0.01147646],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8189741,"threshold_uncertainty_score":0.2582115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622725128127185,"score_gpt":0.3162203253193819,"score_spread":0.28999307403811,"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."}}