{"id":"W2898967935","doi":"10.1097/aln.0000000000002505","title":"Mechanical Power","year":2018,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001897693,0.0003288184,0.0007780164,0.0001613112,0.00004882062,0.000007941852,0.0002134836,0.002270792,0.00455401],"category_scores_gemma":[0.00005390841,0.0002496521,0.00025731,0.00007531875,0.0001525942,0.00002192124,0.00005185023,0.001241233,0.003779206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003302647,"about_ca_system_score_gemma":0.0002098182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005061711,"about_ca_topic_score_gemma":4.645406e-7,"domain_scores_codex":[0.99822,0.0001117725,0.000335101,0.0005625546,0.0002301633,0.0005403825],"domain_scores_gemma":[0.9988211,0.00007715204,0.0001278012,0.0007425979,0.0001171929,0.0001141077],"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":[0.0000624797,0.00002130441,0.0003497882,0.00005088107,0.00005695337,0.008281383,0.00001749193,1.497968e-9,0.0007754164,0.000114844,0.9899185,0.0003509244],"study_design_scores_gemma":[0.0003620058,0.00238411,0.0004247501,0.00004103652,0.0001250817,0.002047396,0.000006935799,4.223829e-7,0.001436864,0.001036523,0.9918934,0.000241434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1097193,0.0003946075,0.00007082612,0.8693601,0.002491359,0.001036143,0.00001315546,0.000457136,0.0164573],"genre_scores_gemma":[0.002866996,0.00001823243,0.0005335248,0.9772127,0.005517037,0.00003634781,0.0003278415,0.0000882414,0.01339903],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1078526,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702431137263285,"score_gpt":0.2753941195120297,"score_spread":0.2483698081393969,"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."}}