{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03685942,0.001701153,0.004958524,0.01036097,0.0005545306,0.003518354,0.003299586,0.002602714,0.001642078],"category_scores_gemma":[0.05262684,0.0005542646,0.002923514,0.01284428,0.002169221,0.00396758,0.003257046,0.003038995,0.0006310729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004490047,"about_ca_system_score_gemma":0.01975734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097046,"about_ca_topic_score_gemma":0.01037321,"domain_scores_codex":[0.9794248,0.01011164,0.004777948,0.001229731,0.004039729,0.0004161094],"domain_scores_gemma":[0.9526855,0.03236733,0.005484216,0.001215274,0.007542871,0.0007047304],"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":[0.0001278015,0.00005615475,0.001763343,0.06123003,0.000741224,0.0000435718,0.0002635214,0.0002501115,0.0001009725,0.01026256,0.01359358,0.911567],"study_design_scores_gemma":[0.0001908122,0.0003163623,0.01322858,0.2862346,0.002501805,0.000922607,0.0007487934,0.0004507736,0.0003672006,0.01217655,0.6827352,0.0001266496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001061796,0.9974846,0.0003532188,0.0009700917,0.0002153442,0.00007196172,0.0001063074,0.000007657608,0.0006845859],"genre_scores_gemma":[0.002190825,0.993753,0.002563949,0.0005485591,0.0001896087,0.0003318824,0.000261755,0.000008748332,0.0001516506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03685942,"threshold_uncertainty_score":0.1949336,"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."}}