{"id":"W4367606864","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a1694","title":"Risk Factors for Ventilator-induced Lung Injury Developed Three-to Five-times Faster Post a Single Episode of Lung Injury Compared to Healthy Lungs","year":2023,"lang":"en","type":"article","venue":"","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Health; Simon Fraser University; Lungpacer Medical (Canada); BC Innovation Council","funders":"","keywords":"Lung; Medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003537091,0.000322533,0.0006442751,0.0005745523,0.000395719,0.0007154605,0.0002741999,0.0005288702,0.004986356],"category_scores_gemma":[0.002600156,0.0001844042,0.0007318723,0.0003509613,0.0001944227,0.0006154628,0.0005850137,0.000887722,0.0005309028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424787,"about_ca_system_score_gemma":0.0004632924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017168,"about_ca_topic_score_gemma":0.001474215,"domain_scores_codex":[0.9995819,0.00005784892,0.00004137345,0.00008754415,0.00008961354,0.0001417932],"domain_scores_gemma":[0.9983864,0.0003051925,0.0006640571,0.0001207055,0.0001700763,0.0003535103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006060706,0.000140794,0.9882058,0.00004396299,0.00009269752,0.0009767826,0.0001503417,0.00002838399,0.002781995,0.00007253962,0.0001711232,0.006729543],"study_design_scores_gemma":[0.000005037971,0.0004405875,0.9967069,0.0000105185,0.00003843695,0.001529526,0.0002502575,0.0001117576,0.0005400386,0.00006424056,0.0002976885,0.000005101807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974245,0.0005178425,0.0006021397,0.00007123791,0.00004553035,0.000035631,0.0001834738,0.00002638227,0.001093306],"genre_scores_gemma":[0.9983699,0.0001495275,0.0002117188,0.00003423994,0.00002667113,0.00001565612,0.000229298,0.000005396955,0.0009575729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004986356,"threshold_uncertainty_score":0.01668102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216560424271189,"score_gpt":0.3306134547572023,"score_spread":0.2884478505144904,"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."}}