{"id":"W3164726927","doi":"10.51362/neonatology.today/202151656971","title":"Conventional Ventilation Lung Protective Strategies","year":2021,"lang":"en","type":"article","venue":"Neonatology Today","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Ventilation (architecture); Lung; Medicine; Lung ventilation; Intensive care medicine; Computer science; Environmental science; Engineering; Internal medicine; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003980115,0.0005307331,0.0005146867,0.0004288694,0.0005778973,0.001042634,0.001122917,0.000825807,0.005410427],"category_scores_gemma":[0.0004996641,0.00007671599,0.0005573547,0.0002521408,0.0006428129,0.0006286561,0.0009905612,0.001519172,0.001143353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004810008,"about_ca_system_score_gemma":0.0006666133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003137869,"about_ca_topic_score_gemma":0.0004621118,"domain_scores_codex":[0.9996512,0.00004300085,0.00002645532,0.00008307528,0.0001205445,0.0000756334],"domain_scores_gemma":[0.9998094,0.00005033439,0.00003985201,0.00003498299,0.00002776237,0.00003768269],"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":[0.001905686,0.00059394,0.01376452,0.00192746,0.0006070943,0.003296658,0.0004364362,0.0008585772,0.0905634,0.01687628,0.01745443,0.8517155],"study_design_scores_gemma":[0.001519061,0.0122882,0.127577,0.003469667,0.00138104,0.05720313,0.001118729,0.00773837,0.1366477,0.03025584,0.6206176,0.0001837723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4743342,0.2351747,0.1122154,0.0151201,0.006389766,0.0007048139,0.0008496814,0.002010949,0.1532005],"genre_scores_gemma":[0.9318739,0.02596839,0.01167498,0.005817108,0.003307791,0.0003161799,0.0004844297,0.00007935772,0.02047802],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005410427,"threshold_uncertainty_score":0.01809973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491439405929594,"score_gpt":0.2936409888544083,"score_spread":0.2787265947951123,"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."}}