{"id":"W6920537258","doi":"10.60692/gz5za-vtp42","title":"Proceedings of Réanimation 2019, the French Intensive Care Society International Congress","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Expiration; Intensive care; Intensive care unit; Weakness; Compliance (psychology); Set (abstract data type); Pulmonary compliance; Neuromuscular disease","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":[0.001589326,0.00102242,0.0006956066,0.001683582,0.0007785926,0.003164259,0.0007862887,0.001637523,0.1420301],"category_scores_gemma":[0.001626033,0.0001638525,0.000876699,0.0005911517,0.0007552203,0.0009491118,0.001582408,0.00142347,0.06411894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955725,"about_ca_system_score_gemma":0.002170962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003647162,"about_ca_topic_score_gemma":0.003047923,"domain_scores_codex":[0.9993656,0.0001386701,0.00007026722,0.0001143244,0.0002017434,0.0001093706],"domain_scores_gemma":[0.998936,0.0001728757,0.00007214089,0.00008141398,0.0004294025,0.0003081626],"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":[0.0004022227,0.0001491623,0.003478726,0.001088957,0.00008521135,0.00172081,0.0002101173,0.0004315586,0.003670101,0.006754232,0.545617,0.4363919],"study_design_scores_gemma":[0.00002089001,0.0000623233,0.00335365,0.0004171904,0.00002044993,0.00144295,0.00008883432,0.0002516398,0.0006980202,0.0006394223,0.9929922,0.00001254988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0234866,0.2506899,0.01213219,0.05095309,0.1169589,0.0004591346,0.004762155,0.00239615,0.5381619],"genre_scores_gemma":[0.09856688,0.09978909,0.01052158,0.008245407,0.03139273,0.000542831,0.005508178,0.0007763818,0.7446569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1420301,"threshold_uncertainty_score":0.4751381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963840053750965,"score_gpt":0.2255633421176094,"score_spread":0.2059249415800997,"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."}}