{"id":"W2963667699","doi":"10.21037/tp.2019.07.06","title":"The International Network for Evaluating Outcomes (iNeo) of neonates: evolution, progress and opportunities","year":2019,"lang":"en","type":"review","venue":"Translational Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Benchmarking; Audit; Health care; Population; Public health; Environmental health; Pediatrics; Nursing; Economic growth; Business","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002025885,0.0002805339,0.0009505429,0.0002381621,0.0001803592,0.00003846968,0.0002918619,0.0002389122,0.00002803118],"category_scores_gemma":[0.0006303575,0.0001866044,0.0003570266,0.0002463025,0.0001904313,0.0000843082,0.0000528712,0.0004012419,0.000006733711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223025,"about_ca_system_score_gemma":0.003401933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005191405,"about_ca_topic_score_gemma":0.000004921656,"domain_scores_codex":[0.9968982,0.0001283589,0.001046519,0.0003262995,0.001231769,0.0003688156],"domain_scores_gemma":[0.9937485,0.004487348,0.0004945616,0.0002663728,0.0008531514,0.0001499973],"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":[0.0001222683,0.00002825853,0.001734023,0.02988198,0.0001650624,0.000001979554,0.00002597924,0.00001342125,2.137242e-8,0.007098726,0.0006497533,0.9602785],"study_design_scores_gemma":[0.0008142256,0.0002048569,0.0005937111,0.001187869,0.0008165136,0.00001627638,0.00001485549,0.0006671619,2.373529e-8,0.0009232066,0.9946041,0.0001572061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002097324,0.9942265,0.0004217543,0.001399737,0.0005072796,0.002817311,0.0004157956,0.00002280993,0.0001678291],"genre_scores_gemma":[0.00002977487,0.994996,0.002222821,0.00008195423,0.000841799,0.0003305954,0.0004616317,0.00005559544,0.0009798979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9939544,"threshold_uncertainty_score":0.7609507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3311954933010659,"score_gpt":0.4936084061586761,"score_spread":0.1624129128576102,"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."}}