{"id":"W2792210100","doi":"10.1016/j.jpeds.2017.12.010","title":"Outcome of Preterm Infants with Transient Cystic Periventricular Leukomalacia on Serial Cranial Imaging Up to Term Equivalent Age","year":2018,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Periventricular leukomalacia; Medicine; Pediatrics; Gestational age; Pregnancy","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":[0.0002388448,0.0003525667,0.000436468,0.0007063386,0.0005408471,0.0005113605,0.0003938841,0.0004424386,0.0006985082],"category_scores_gemma":[0.002224999,0.0001443179,0.0004258204,0.0005263341,0.0003941192,0.000402004,0.0006322354,0.0005566733,0.0001984155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000691076,"about_ca_system_score_gemma":0.0004242496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005754414,"about_ca_topic_score_gemma":0.003155584,"domain_scores_codex":[0.9997597,0.00002831809,0.00003186115,0.00004219005,0.00003849314,0.00009939585],"domain_scores_gemma":[0.9992517,0.0001851677,0.0002154445,0.00004534718,0.0001027974,0.0001994783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001457487,0.0001571017,0.9202951,0.00003783884,0.00008369733,0.06461712,0.0004254378,0.0005055568,0.001749862,0.0001268916,0.0003244923,0.01021939],"study_design_scores_gemma":[0.00002170486,0.0009149455,0.9570483,0.0000337419,0.0001502669,0.03978386,0.0005296589,0.0003454864,0.0006541802,0.0001804515,0.0003131702,0.00002415349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987601,0.0002405431,0.00003836439,0.0000387986,0.000007064281,0.000003842871,0.0001523505,0.000002995412,0.0007559576],"genre_scores_gemma":[0.9992614,0.0001900418,0.00002965626,0.00001398204,0.00001478421,0.000003767236,0.0003093662,0.000002311596,0.0001746731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005754414,"threshold_uncertainty_score":0.01144183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639124449739179,"score_gpt":0.281631906640056,"score_spread":0.2652406621426642,"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."}}