{"id":"W2264991595","doi":"10.1016/j.resp.2016.01.004","title":"Sequential gas delivery provides precise control of alveolar gas exchange","year":2016,"lang":"en","type":"review","venue":"Respiratory Physiology & Neurobiology","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Queen's University; University Health Network","funders":"","keywords":"Arterial blood; Ventilation (architecture); Breathing; Blood gas analysis; Control of respiration; Computer science; Biomedical engineering; Chemistry; Respiration; Medicine; Anesthesia; Anatomy; Physics; Thermodynamics","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"],"consensus_categories":[],"category_scores_codex":[0.0003704533,0.000801809,0.003919843,0.000443218,0.00009228588,0.000006609527,0.0004187191,0.001027747,0.0007798946],"category_scores_gemma":[0.0003093738,0.0005258697,0.00123277,0.0002578291,0.0008062256,0.00008223423,0.0001758911,0.0007959313,0.0006394453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137486,"about_ca_system_score_gemma":0.0008245634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006101424,"about_ca_topic_score_gemma":0.000001982202,"domain_scores_codex":[0.9948876,0.001729294,0.001309617,0.001178664,0.0001621344,0.0007327129],"domain_scores_gemma":[0.9964828,0.000796927,0.001124959,0.001074514,0.0002808415,0.0002399756],"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":[0.001542226,0.0004280527,0.0000802166,0.02148077,0.001327468,0.0001935534,0.00001494585,0.000001566698,0.375736,0.000157609,0.009287702,0.5897499],"study_design_scores_gemma":[0.001868869,0.001843094,0.00007586087,0.004720156,0.0009623989,0.0001698622,0.0000014456,0.00000174718,0.002069475,0.00003520456,0.9878589,0.0003930024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008315746,0.9875661,0.00003523583,0.00008499374,0.001307159,0.001879941,0.0003662323,0.0001357038,0.0003089378],"genre_scores_gemma":[0.001791793,0.9934641,0.00001676236,0.002295011,0.001378424,0.0003332695,0.0001811573,0.0001161098,0.0004234172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9785712,"threshold_uncertainty_score":0.9997193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489059740179393,"score_gpt":0.3132111560925772,"score_spread":0.2683205586907833,"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."}}