{"id":"W2944585055","doi":"10.1016/j.ccm.2019.02.009","title":"The Control of Breathing During Mechanical Ventilation","year":2019,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Manitoba","funders":"Air Liquide; Medtronic; Philips; General Electric","keywords":"Medicine; Ventilation (architecture); Mechanical ventilation; Control of respiration; Breathing; Intensive care medicine; Respiratory system; Anesthesia; Lung; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.002738217,0.0003501516,0.002813987,0.0002293517,0.00005893537,0.00000637743,0.0002920847,0.0005778945,0.0001015406],"category_scores_gemma":[0.001346708,0.0002004888,0.0004556593,0.0003278157,0.000141002,0.0000381085,0.00006580583,0.001075102,0.0000610581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317987,"about_ca_system_score_gemma":0.0004919799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003423392,"about_ca_topic_score_gemma":0.000002417745,"domain_scores_codex":[0.9965293,0.0001664696,0.002036932,0.0004256194,0.0005135805,0.0003281173],"domain_scores_gemma":[0.9965072,0.001392391,0.0009874873,0.0008526923,0.000119681,0.000140537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001617687,0.00009673243,0.000198301,0.02843041,0.0002259411,0.0001567427,0.00008538226,3.973205e-7,0.00004201606,0.0009037861,0.0001090116,0.9695895],"study_design_scores_gemma":[0.002726042,0.0004882907,0.0000985949,0.03711092,0.001863639,0.0001286212,0.00008259843,0.00004390152,0.00002008797,0.000130204,0.957138,0.0001690771],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001714208,0.9956746,0.0002462274,0.0001512796,0.001664596,0.001463551,0.000006357238,0.00002246105,0.0005995492],"genre_scores_gemma":[0.001675389,0.9960476,0.00008446734,0.0001168279,0.0008329813,0.00005614155,0.00004801512,0.00006671903,0.001071819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9694204,"threshold_uncertainty_score":0.8175696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179429420071135,"score_gpt":0.4216375422726176,"score_spread":0.3036946002655041,"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."}}