{"id":"W2904677060","doi":"10.1038/s41372-018-0294-5","title":"A population-based study of cystic white matter injury on ultrasound in very preterm infants born over two decades in Nova Scotia, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Nova scotia; Neonatology; Obstetrics; Population; White (mutation); Pediatrics; Pregnancy; Environmental health; Ethnology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002407659,0.0001365888,0.0005626478,0.0004621238,0.0000154926,0.000003845642,0.0001189553,0.00008976295,0.000330219],"category_scores_gemma":[0.0002828455,0.0001128116,0.00004451464,0.0002342217,0.00008004144,0.00006388588,0.000024372,0.0003647631,0.000005580481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779747,"about_ca_system_score_gemma":0.0002943097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06686392,"about_ca_topic_score_gemma":0.485295,"domain_scores_codex":[0.9985756,0.0001256585,0.0006674155,0.0001650439,0.0002405851,0.0002256553],"domain_scores_gemma":[0.9990757,0.000278234,0.0002938734,0.0001691892,0.0001095212,0.00007348933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002074638,0.0003770073,0.9943688,0.00005710192,0.00002705616,0.0009883031,0.0004630814,0.00003548394,0.001047827,0.00001162361,0.0001154157,0.0004336415],"study_design_scores_gemma":[0.003564789,0.002130609,0.9925646,0.000188324,0.00002524122,0.0006320419,0.0001878194,0.0000312064,0.0004315448,0.00006755795,0.00008560041,0.00009072821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988168,0.00005788091,0.000005635068,0.0002826545,0.000455307,0.0001957312,0.000009425386,0.000002029888,0.0001744987],"genre_scores_gemma":[0.9987512,7.432757e-7,0.000123157,0.00101344,0.00007077633,0.000001736536,0.000002789615,0.00001310094,0.00002305676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4184311,"threshold_uncertainty_score":0.9393499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009387639220696584,"score_gpt":0.2987139652983843,"score_spread":0.2893263260776878,"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."}}