{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009456118,0.00008832344,0.0001878862,0.00005786059,0.00006480264,0.00001205216,0.00003160202,0.0001419212,0.002251908],"category_scores_gemma":[0.00004381148,0.00008409808,0.00008810239,0.0001113794,0.00005131413,0.0000938446,0.00002168709,0.0001707336,0.00009153544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003323128,"about_ca_system_score_gemma":0.0004668116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002957406,"about_ca_topic_score_gemma":0.000009267168,"domain_scores_codex":[0.9992484,0.00005094655,0.0001656662,0.0002225383,0.0001475477,0.0001648983],"domain_scores_gemma":[0.9995216,0.00002225485,0.00005398624,0.0001487318,0.0001857201,0.00006774594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001160574,0.0007405494,0.07695039,0.0005067836,0.0007506561,0.005453941,0.0009621861,0.00002385078,0.288264,0.5767345,0.01027292,0.03817973],"study_design_scores_gemma":[0.005462706,0.0005778381,0.1444932,0.0001618185,0.0003303488,0.003042015,0.002414456,0.000699078,0.442275,0.0412465,0.3588306,0.0004664222],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932996,0.001450497,0.03050946,0.002343149,0.001097413,0.0006189783,0.000008874436,0.0001610767,0.03081451],"genre_scores_gemma":[0.9951965,0.000006636158,0.001220376,0.0005417365,0.00009036768,0.00005095411,0.00008237558,0.00001163501,0.002799451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5354879,"threshold_uncertainty_score":0.9986601,"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."}}