{"id":"W2600656146","doi":"10.1136/thoraxjnl-2016-209459","title":"Ultrasound evaluation of diaphragm function in mechanically ventilated patients: comparison to phrenic stimulation and prognostic implications","year":2017,"lang":"en","type":"article","venue":"Thorax","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":228,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"European Society of Intensive Care Medicine; Université de Montréal; Mitacs; Intensive Care Society; Assistance Publique - Hôpitaux de Paris; Agence Nationale de la Recherche; Fondation pour la Recherche Médicale; Société de Réanimation de Langue Française; European Respiratory Society","keywords":"Medicine; Diaphragm (acoustics); Mechanical ventilation; Phrenic nerve; Ultrasound; Anesthesia; Diaphragmatic breathing; Intensive care unit; Stimulation; Cardiology; Internal medicine; Respiratory system; Radiology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006034808,0.00008606002,0.0001996419,0.0001202658,0.00009268404,0.00002416852,0.00006234794,0.00007401661,0.00006800774],"category_scores_gemma":[0.0006995538,0.00008119837,0.00002884064,0.00009997968,0.0000212512,0.0001287431,0.00002736154,0.0000783411,0.00001267525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005355518,"about_ca_system_score_gemma":0.00007049103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001905205,"about_ca_topic_score_gemma":0.00006134692,"domain_scores_codex":[0.9990292,0.00005139325,0.0003147651,0.0001992263,0.0002872566,0.0001181764],"domain_scores_gemma":[0.9989566,0.00004255679,0.0001967979,0.0003572265,0.0003572073,0.00008958484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002974218,0.0003209644,0.8719738,0.000037307,0.0000255621,3.050732e-7,0.0001881782,0.00008868823,0.0766572,0.0004454188,0.00008599945,0.04987916],"study_design_scores_gemma":[0.001213855,0.0004396525,0.9890577,0.00008384518,0.0002383089,0.000001155506,0.0000349113,0.00196842,0.005210355,0.001576938,0.0001022464,0.00007264758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958847,0.00004069312,0.002285693,0.0001165529,0.0001202764,0.001184592,0.000006251345,0.00001903727,0.0003421763],"genre_scores_gemma":[0.9992896,0.00000341834,0.0004311363,0.00004481384,0.00002686139,0.0000721172,0.00009685816,0.00001112543,0.00002401351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1170839,"threshold_uncertainty_score":0.3311174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06899462197213282,"score_gpt":0.3766552847781776,"score_spread":0.3076606628060448,"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."}}