{"id":"W2396524066","doi":"10.1055/s-0036-1584138","title":"A New IVH Scoring System Based on Laterality Enhances Prediction of Neurodevelopmental Outcomes at 3 Years Age in Premature Infants","year":2016,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Alberta Health Services; Alberta Health; University of Calgary","funders":"","keywords":"Medicine; Laterality; Pediatrics; Audiology","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":[0.002371025,0.0005323287,0.0003682488,0.001406153,0.0001544681,0.0006717293,0.0002874734,0.0004317969,0.0007503036],"category_scores_gemma":[0.006465306,0.0002126372,0.0004304354,0.0003824767,0.0002131189,0.000491638,0.0006713764,0.0004582288,0.0002282434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000252148,"about_ca_system_score_gemma":0.0003058401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002338689,"about_ca_topic_score_gemma":0.002527821,"domain_scores_codex":[0.9993363,0.0003011756,0.00006001849,0.0000944272,0.0001559474,0.00005204679],"domain_scores_gemma":[0.9977622,0.0005722105,0.0009580822,0.000104298,0.0003383997,0.0002648466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003645065,0.00002989603,0.9930614,0.0000116255,0.00005403594,0.00006261211,0.00002917301,0.0001747115,0.0005596231,0.00001504199,0.0001304516,0.005507006],"study_design_scores_gemma":[0.00002162172,0.0005477442,0.9953716,0.00001693335,0.00005524734,0.0004489705,0.00006807148,0.002837469,0.0004094161,0.00004735778,0.0001643939,0.00001112868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983058,0.0002815417,0.0005780902,0.0000312802,0.00001674198,0.00002046183,0.0002048808,0.00001450499,0.0005467583],"genre_scores_gemma":[0.9980091,0.0001304374,0.001259811,0.00001557982,0.00002685331,0.00002360571,0.0003430645,0.00000428575,0.0001870947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002371025,"threshold_uncertainty_score":0.01253933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009829817219298004,"score_gpt":0.2539175085330105,"score_spread":0.2440876913137125,"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."}}