{"id":"W2935114134","doi":"10.1056/nejme1902334","title":"A Device on Trial — Intermittent Pneumatic Compression in Critical Care","year":2019,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; St. Joseph’s Healthcare Hamilton; Université Laval","funders":"","keywords":"Medicine; Food and drug administration; Intensive care medicine; Intensive care unit; Risk analysis (engineering); Medical emergency; Patient safety; Medical device; Critically ill; Health care; Biomedical engineering","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":[0.002501951,0.0007113541,0.0007876491,0.0005879659,0.002937712,0.002305988,0.001270864,0.03178002,0.008221438],"category_scores_gemma":[0.01206102,0.00036475,0.0009747944,0.000528103,0.001609371,0.002781261,0.0006237312,0.01782324,0.00621856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003631907,"about_ca_system_score_gemma":0.003226719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004086218,"about_ca_topic_score_gemma":0.00804748,"domain_scores_codex":[0.9977876,0.0009162366,0.000213914,0.0002989544,0.0004811955,0.0003021151],"domain_scores_gemma":[0.9968681,0.001824118,0.0002042536,0.00006861985,0.0004128023,0.0006220195],"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":[0.0003826616,0.0001263003,0.001222878,0.0001040305,0.00002799302,0.006229233,0.0001665779,0.00009148642,0.000552878,0.006479519,0.9658002,0.01881615],"study_design_scores_gemma":[0.001063075,0.0007550996,0.004076172,0.0009188866,0.00009145764,0.007778672,0.0004969008,0.001760581,0.0008434723,0.01599034,0.9661264,0.00009900243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00203814,0.001893996,0.0001699027,0.9587334,0.02045923,0.00006786285,0.0001439786,0.00003823351,0.01645507],"genre_scores_gemma":[0.010098,0.001415006,0.000240399,0.9377926,0.03472974,0.00007102238,0.00008271838,0.00002586133,0.01554468],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03178002,"threshold_uncertainty_score":0.02750349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621426069310541,"score_gpt":0.3653538433052415,"score_spread":0.319139582612136,"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."}}