{"id":"W2911639163","doi":"10.12688/f1000research.17228.1","title":"Recent advances in understanding necrotizing enterocolitis","year":2019,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Necrotizing enterocolitis; Open peer review; Plant biology; Medicine; Intensive care medicine; Physiology; Biology; Internal medicine","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":[0.00262313,0.0009133688,0.001157473,0.002560733,0.000361115,0.002263459,0.0008529551,0.001888329,0.00409109],"category_scores_gemma":[0.006691133,0.000345905,0.0007527439,0.002218165,0.001476579,0.003453899,0.001843268,0.00372639,0.001533988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529418,"about_ca_system_score_gemma":0.002663522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002385048,"about_ca_topic_score_gemma":0.002376241,"domain_scores_codex":[0.9992232,0.000225375,0.0001311929,0.0001342688,0.0002036761,0.00008232909],"domain_scores_gemma":[0.9954389,0.002735032,0.0003844035,0.0001507121,0.00101188,0.0002791958],"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":[0.0001799039,0.0000707873,0.001479418,0.02278307,0.0001793003,0.0004828849,0.00108296,0.0003922238,0.001729969,0.01470726,0.05269011,0.9042221],"study_design_scores_gemma":[0.00001770921,0.00009209713,0.003841405,0.0138184,0.0001700949,0.001754221,0.0007115442,0.0001896537,0.0005789797,0.01578111,0.963,0.00004486564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005268279,0.9875708,0.0007271968,0.007724517,0.001498617,0.000006798359,0.00004442377,0.00001731373,0.001883439],"genre_scores_gemma":[0.001641771,0.9941559,0.000878254,0.001233641,0.001673158,0.000008707355,0.00005767472,0.000005278841,0.0003455996],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00409109,"threshold_uncertainty_score":0.01387256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158835679396405,"score_gpt":0.432065773121712,"score_spread":0.273230093725307,"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."}}