{"id":"W6921309806","doi":"10.6084/m9.figshare.26686821","title":"Additional file 1 of Lung- and diaphragm-protective strategies in acute respiratory failure: an in silico trial","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"In silico; Table (database); Logistic regression; Range (aeronautics); Respiratory system","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":[0.005015638,0.001369545,0.001493919,0.0008712606,0.0005234475,0.001378269,0.001927252,0.001705891,0.7281473],"category_scores_gemma":[0.0482794,0.0006899018,0.00168175,0.001246644,0.0003194764,0.0009806878,0.0007525427,0.001564116,0.05384197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205472,"about_ca_system_score_gemma":0.002403706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004614712,"about_ca_topic_score_gemma":0.006508261,"domain_scores_codex":[0.9985982,0.0007852364,0.0001320762,0.0002001481,0.0001544763,0.0001299018],"domain_scores_gemma":[0.9680599,0.02783368,0.001255564,0.001257804,0.001098682,0.0004943343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01056218,0.001030381,0.007339664,0.008444217,0.001117532,0.0003553307,0.0001446943,0.03109187,0.0002147546,0.006471955,0.9025343,0.03069307],"study_design_scores_gemma":[0.1964826,0.009831253,0.02828656,0.008703994,0.004999926,0.00190673,0.0004048173,0.1427508,0.002337481,0.08442602,0.5194328,0.000436982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.002585829,0.0001437482,0.004231255,0.0006999585,0.0001202369,0.003069458,0.9824646,0.0008434371,0.005841557],"genre_scores_gemma":[0.1928352,0.001004702,0.04729093,0.005003524,0.0006065092,0.08874068,0.6149666,0.002481133,0.04707075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7281473,"threshold_uncertainty_score":0.3877648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03482180296509827,"score_gpt":0.3327396108579725,"score_spread":0.2979178078928742,"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."}}