{"id":"W4249168767","doi":"10.22215/etd/2008-08268","title":"Risk assessment of necrotizing enterocolitis in NICU","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Necrotizing enterocolitis; Medicine; Pediatrics","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":[0.001136845,0.0002309681,0.0003136604,0.0009906777,0.0001944843,0.0004980165,0.0002201592,0.0002975179,0.00175151],"category_scores_gemma":[0.007472495,0.00012336,0.0003167982,0.000557151,0.00006922652,0.000213647,0.0004281591,0.0003783799,0.0002856887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003742483,"about_ca_system_score_gemma":0.0005458533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002613479,"about_ca_topic_score_gemma":0.002612032,"domain_scores_codex":[0.9992879,0.0004172301,0.00007022009,0.00003942357,0.0001442885,0.000040997],"domain_scores_gemma":[0.9987174,0.0004555508,0.0003952436,0.00004524404,0.0001949327,0.0001916611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008839054,0.00017167,0.9587315,0.0001503921,0.0001343653,0.0002912875,0.0002547354,0.0003802,0.0004169148,0.0001635102,0.0009414201,0.03748016],"study_design_scores_gemma":[0.0000288316,0.001211766,0.991783,0.0002818598,0.0001411784,0.00106904,0.0007444652,0.002114992,0.00050625,0.0004162682,0.001686672,0.00001561397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987611,0.004699227,0.0009596021,0.0006279987,0.00004764028,0.0001115949,0.0005064753,0.00001417363,0.005422184],"genre_scores_gemma":[0.9923242,0.003616961,0.001876996,0.00004768957,0.00004387265,0.00007248361,0.0004053536,0.00000427265,0.001608103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002613479,"threshold_uncertainty_score":0.006012261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597352134396634,"score_gpt":0.3549474994622406,"score_spread":0.3389739781182742,"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."}}