{"id":"W2055730670","doi":"10.1159/000240271","title":"Results of Artificial Ventilation","year":2009,"lang":"en","type":"article","venue":"Biology of the Neonate","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Ventilation (architecture); Medicine; Artificial ventilation; High-frequency ventilation; Intensive care medicine; Mechanical ventilation; Anesthesia; Respiratory disease; Internal medicine; Engineering; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004383591,0.0005359713,0.0005698894,0.000977125,0.001237512,0.003274756,0.001037591,0.0008438544,0.04894533],"category_scores_gemma":[0.01372692,0.0001535431,0.001370696,0.001162695,0.001200679,0.001107626,0.00222448,0.001260318,0.009279198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123179,"about_ca_system_score_gemma":0.003569924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007589827,"about_ca_topic_score_gemma":0.01027359,"domain_scores_codex":[0.995259,0.001049852,0.0005463608,0.0002917005,0.002366388,0.0004867295],"domain_scores_gemma":[0.9942037,0.001609573,0.0005567064,0.0005714888,0.001679514,0.001378958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009310514,0.0002863963,0.02811328,0.00220066,0.000167802,0.002293384,0.006756341,0.0002228873,0.002273604,0.002733235,0.2570805,0.6969408],"study_design_scores_gemma":[0.00006781251,0.001095571,0.06168211,0.002503816,0.0001844281,0.007864225,0.00610576,0.00008413735,0.003976111,0.001060411,0.9152958,0.00007990388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2495863,0.1352466,0.004701445,0.04245126,0.01209308,0.0006007106,0.00737324,0.001082502,0.5468649],"genre_scores_gemma":[0.6937137,0.08354702,0.005319881,0.006707922,0.004010851,0.0002797335,0.005439454,0.0007579705,0.2002235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04894533,"threshold_uncertainty_score":0.1637384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277243888505303,"score_gpt":0.2951322123701869,"score_spread":0.2674078235196566,"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."}}