{"id":"W2554072115","doi":"10.1152/ajplung.00416.2016","title":"Effectiveness of individualized lung recruitment strategies at birth: an experimental study in preterm lambs","year":2016,"lang":"en","type":"article","venue":"American Journal of Physiology-Lung Cellular and Molecular Physiology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Health and Medical Research Council; State Government of Victoria; Department of Health and Aged Care, Australian Government","keywords":"Lung; Medicine; Obstetrics; Psychology; Intensive care medicine; Internal medicine","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":[0.0006879007,0.0004829664,0.0009086109,0.0004984727,0.0002321514,0.0003958813,0.0005951191,0.0006267181,0.000962838],"category_scores_gemma":[0.0007214951,0.0002110269,0.0004784382,0.0001372664,0.0009955581,0.0004123828,0.0005824452,0.0008775138,0.0001724127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811338,"about_ca_system_score_gemma":0.0003422021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004711946,"about_ca_topic_score_gemma":0.0005291773,"domain_scores_codex":[0.9994985,0.00009735565,0.00004637198,0.0001409117,0.0000866746,0.0001302672],"domain_scores_gemma":[0.9993148,0.0001881572,0.0001347206,0.00010723,0.00005552769,0.0001995404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008135105,0.002553676,0.001529379,0.0001719953,0.00002718723,0.0002303525,0.000227784,0.0002219688,0.9799858,0.00006023466,0.00003691149,0.006819574],"study_design_scores_gemma":[0.0007443098,0.1985518,0.03676444,0.0000654977,0.0002988265,0.0008257538,0.0008539961,0.002512454,0.7578871,0.000216816,0.001228742,0.00005028784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993311,0.0001720441,0.0003617696,0.00001561412,0.000006837991,0.00003557021,0.0000197788,0.000007099037,0.00005033201],"genre_scores_gemma":[0.9959304,0.0005439192,0.002215891,0.0000392217,0.0000256355,0.0002752065,0.0001483251,0.00001156864,0.000809791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000962838,"threshold_uncertainty_score":0.003637969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097289185735742,"score_gpt":0.3809454014107112,"score_spread":0.3499725095533538,"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."}}