{"id":"W2407730072","doi":"10.1186/2197-425x-3-s1-a999","title":"CAN THEORETICAL VALUES FOR CHEST WALL COMPLIANCE BE USED IN ARDS PATIENTS?","year":2015,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; ARDS; Compliance (psychology); Intensive care medicine; Cardiology; Emergency medicine; Internal medicine; Lung","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001828378,0.0002813464,0.0006250216,0.0001443355,0.00004133205,0.000008463273,0.0001328803,0.0001224169,0.0001824312],"category_scores_gemma":[0.001119711,0.0002126245,0.0001074089,0.0001197246,0.0005249683,0.00005480899,0.00005734685,0.000175638,0.000009378988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567601,"about_ca_system_score_gemma":0.0001873878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009296804,"about_ca_topic_score_gemma":0.00001989018,"domain_scores_codex":[0.9981703,0.0000437549,0.0004176826,0.0004210883,0.0005474376,0.0003998006],"domain_scores_gemma":[0.9968793,0.00007655354,0.0000858115,0.0003096671,0.002190036,0.000458653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007066786,0.001267126,0.2557914,0.0005437183,0.0003179976,0.001115917,0.2602315,0.00000282976,0.2073129,0.02458006,0.2366629,0.005106807],"study_design_scores_gemma":[0.02864047,0.01304362,0.006301569,0.001084593,0.000149034,0.00008022998,0.5456129,0.0002553535,0.3641241,0.00097595,0.03910351,0.000628674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866254,0.001046286,0.000111334,0.006890621,0.001268324,0.00136331,0.00003364161,0.00006479089,0.002596254],"genre_scores_gemma":[0.9799959,0.000003083974,0.0003495625,0.01852738,0.0003648078,0.0001614348,0.0003736206,0.00004772936,0.0001764448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2853814,"threshold_uncertainty_score":0.8670576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08889611419176072,"score_gpt":0.3720230606184161,"score_spread":0.2831269464266554,"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."}}