{"id":"W6939768595","doi":"10.6084/m9.figshare.29263940","title":"Additional file 1 of Prediction of lung overdistension during mechanical ventilation using micro-RNA and gene expression","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mechanical ventilation; Gene expression; Lung; Respiratory system; Gene","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":[0.001186477,0.00129801,0.001334116,0.001798485,0.000719486,0.001666528,0.001601534,0.001620946,0.7854512],"category_scores_gemma":[0.01448089,0.0006590454,0.001115876,0.001702709,0.0002556581,0.001032767,0.0008988663,0.000925821,0.1838196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007493329,"about_ca_system_score_gemma":0.001171672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004376249,"about_ca_topic_score_gemma":0.008696536,"domain_scores_codex":[0.9994604,0.00008426739,0.00007582724,0.0001857102,0.0001159927,0.00007782083],"domain_scores_gemma":[0.9862938,0.0114778,0.0004621499,0.0005264902,0.0009535334,0.0002861948],"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":[0.0005753937,0.0001386406,0.005215168,0.005051696,0.000114149,0.0001901392,0.00007910815,0.001472155,0.0009834488,0.0006281177,0.9693006,0.01625125],"study_design_scores_gemma":[0.004427665,0.000554302,0.07518404,0.004285291,0.0004143273,0.001491258,0.000424856,0.008679338,0.003741016,0.01388583,0.8866169,0.000295081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002475117,0.0000330862,0.0005038014,0.00005294082,0.00002772,0.00003566346,0.997997,0.0005799677,0.0005222546],"genre_scores_gemma":[0.008533491,0.0001560831,0.005490551,0.0004316713,0.0001051849,0.0008939064,0.9781919,0.001400938,0.004796297],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7854512,"threshold_uncertainty_score":0.3060278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680894064574267,"score_gpt":0.2106201241934098,"score_spread":0.1938111835476671,"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."}}