{"id":"W4298238523","doi":"10.1164/rccm.201004-0670oc000287294300013","title":"Rapidly progressive diaphragmatic weakness and injury during mechanical ventilation in humans.","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Christie (Canada)","funders":"","keywords":"Weakness; Mechanical ventilation; Diaphragmatic breathing; Medicine; Physical medicine and rehabilitation; Muscle weakness; Anesthesia; Internal medicine; Surgery; Pathology; Alternative 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":[0.0005079446,0.0002691384,0.0004431971,0.0003867959,0.0002153958,0.0004169724,0.0002455918,0.0007891738,0.002817765],"category_scores_gemma":[0.001239191,0.0001493665,0.0001953028,0.0002247328,0.0006164208,0.0003436171,0.0004277265,0.0004397991,0.0004092705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148221,"about_ca_system_score_gemma":0.0002357282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004327701,"about_ca_topic_score_gemma":0.000572003,"domain_scores_codex":[0.9998499,0.00005535424,0.000008584375,0.00003378007,0.00002533637,0.00002691231],"domain_scores_gemma":[0.999501,0.000109318,0.0002116718,0.0000512497,0.00003764908,0.00008905909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02515169,0.001404577,0.4533762,0.003334268,0.000868941,0.03006259,0.002784301,0.001049742,0.3307828,0.00254207,0.005343747,0.143299],"study_design_scores_gemma":[0.00009259785,0.008877292,0.9713525,0.0001949441,0.00007370782,0.0111285,0.0006157752,0.0002774503,0.004266813,0.0008000721,0.002298267,0.00002206442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828569,0.0119246,0.001248236,0.0003627923,0.00009461348,0.00009635065,0.0002945814,0.00001736083,0.003104522],"genre_scores_gemma":[0.99348,0.004239378,0.0003332175,0.0001386618,0.00009671701,0.00004553473,0.0002059569,0.000003424772,0.001457047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002817765,"threshold_uncertainty_score":0.009426415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498889634095821,"score_gpt":0.2490006639185413,"score_spread":0.2340117675775831,"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."}}