{"id":"W2805095164","doi":"10.1186/s13613-018-0401-y","title":"Diaphragm function and weaning from mechanical ventilation: an ultrasound and phrenic nerve stimulation clinical study","year":2018,"lang":"en","type":"article","venue":"Annals of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Montréal; University of Toronto; Centre Hospitalier de l’Université de Montréal; University Health Network; Mount Sinai Hospital","funders":"Société de Réanimation de Langue Française; European Society of Intensive Care Medicine; Fondation pour la Recherche Médicale; Assistance Publique - Hôpitaux de Paris; European Respiratory Society","keywords":"Medicine; Phrenic nerve; Mechanical ventilation; Diaphragm (acoustics); Anesthesiology; Anesthesia; Ventilator weaning; Ultrasound; Pain medicine; Stimulation; Respiratory system; Anatomy; Internal medicine; Radiology","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":[0.001753284,0.0005393642,0.000592195,0.00057495,0.0002371039,0.0004689414,0.000290483,0.001091686,0.001103344],"category_scores_gemma":[0.00762156,0.0002671571,0.0003486543,0.0003829474,0.0005739502,0.0006764692,0.0004749124,0.0006549425,0.0003088409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659109,"about_ca_system_score_gemma":0.0003275543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006112537,"about_ca_topic_score_gemma":0.0004449059,"domain_scores_codex":[0.9990726,0.0004028624,0.0001029158,0.000142982,0.0001870369,0.00009163283],"domain_scores_gemma":[0.9951815,0.002405029,0.0007996674,0.0002249642,0.0004146407,0.0009741135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00305302,0.0005925089,0.9874784,0.00003885226,0.00009799308,0.001160068,0.0002233986,0.0002327002,0.001537766,0.00003658157,0.00009149418,0.005457241],"study_design_scores_gemma":[0.0002162372,0.006257511,0.9882799,0.00002108017,0.00006526103,0.002919475,0.0001290852,0.001459279,0.0003083573,0.00005117543,0.0002725378,0.00002002385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991145,0.0003996663,0.0001116198,0.00004370138,0.000005429405,0.00001864359,0.00002444417,0.000001371292,0.0002805834],"genre_scores_gemma":[0.9995572,0.0001001601,0.000107413,0.00004176218,0.00003148058,0.00001700053,0.00005927615,9.021989e-7,0.00008481091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001753284,"threshold_uncertainty_score":0.009272397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235116578344919,"score_gpt":0.4084736284130491,"score_spread":0.2849619705785572,"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."}}