{"id":"W1972081192","doi":"10.1159/000240248","title":"Methods of Artificial Ventilation in the Newborn (IPPV)","year":2009,"lang":"en","type":"article","venue":"Biology of the Neonate","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Artificial ventilation; Anesthesia; Ventilation (architecture); High-frequency ventilation; Mechanical ventilation; Intensive care medicine; Respiratory disease; Internal medicine; 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":[0.00141078,0.0006751952,0.0005251464,0.001693952,0.0004990532,0.001715531,0.000756351,0.0009383305,0.05274878],"category_scores_gemma":[0.002868618,0.0002931441,0.0008497357,0.001028877,0.0008159769,0.001188303,0.001366983,0.00133512,0.0305185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009033581,"about_ca_system_score_gemma":0.001256783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125314,"about_ca_topic_score_gemma":0.002172568,"domain_scores_codex":[0.9989061,0.0002420923,0.00009641425,0.0001164265,0.0005769149,0.00006192283],"domain_scores_gemma":[0.9990841,0.0003186822,0.0001084094,0.000131245,0.00022734,0.0001302258],"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":[0.0001935719,0.0001066602,0.0007882667,0.001766477,0.0000361713,0.0003744226,0.00019072,0.00009053252,0.003009696,0.005062247,0.2478148,0.7405664],"study_design_scores_gemma":[0.00003203965,0.0001778824,0.00314545,0.000957529,0.00002954168,0.002355337,0.00008672455,0.00008675217,0.002762745,0.001588396,0.9887609,0.00001672705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.007554095,0.5482329,0.02426139,0.01310465,0.0315804,0.0007749411,0.002032666,0.001330089,0.3711289],"genre_scores_gemma":[0.04234289,0.4453293,0.0321809,0.003121245,0.01112913,0.0008101971,0.001794487,0.0005853562,0.4627064],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05274878,"threshold_uncertainty_score":0.1764623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08939799542563509,"score_gpt":0.4667693533912532,"score_spread":0.3773713579656181,"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."}}