{"id":"W150619292","doi":"10.1007/3-540-26791-3_17","title":"VILI: Physiological Evidence","year":2005,"lang":"en","type":"book-chapter","venue":"Update in intensive care medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"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":[0.004043464,0.001428495,0.002589103,0.005293871,0.0007365299,0.0057156,0.002012708,0.004449932,0.02973848],"category_scores_gemma":[0.01404853,0.0006433572,0.001154476,0.003744981,0.002371373,0.006391258,0.002740613,0.009018115,0.01434206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043128,"about_ca_system_score_gemma":0.00357825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778177,"about_ca_topic_score_gemma":0.003512587,"domain_scores_codex":[0.9986156,0.0004458291,0.0002316913,0.0001450571,0.0004703956,0.00009145284],"domain_scores_gemma":[0.9920114,0.005555463,0.0004833397,0.0002768134,0.001199839,0.0004732228],"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":[0.00009092743,0.00004550699,0.0001243337,0.005203678,0.00005008553,0.0001482381,0.00005819528,0.00006453486,0.0001507655,0.008399639,0.5747151,0.410949],"study_design_scores_gemma":[0.00003140886,0.00004090721,0.0003093998,0.008753215,0.00007109526,0.0003889989,0.00005169948,0.00002822206,0.00009295901,0.005527596,0.984689,0.00001552128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00009097271,0.9285233,0.0008074234,0.02143093,0.02969298,0.00002108572,0.0002497529,0.00009043519,0.01909311],"genre_scores_gemma":[0.001994239,0.8899153,0.002154992,0.04089842,0.0430041,0.00008357381,0.0004942549,0.00009139079,0.02136367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02973848,"threshold_uncertainty_score":0.09948516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08225678256097865,"score_gpt":0.3303037765294295,"score_spread":0.2480469939684509,"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."}}