{"id":"W2238157642","doi":"10.1016/j.ultrasmedbio.2015.11.010","title":"In Vivo Validation of a 3-D Ultrasound System for Imaging the Lateral Ventricles of Neonates","year":2016,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research; Academic Medical Organization of Southwestern Ontario","keywords":"Ultrasound; In vivo; Medicine; Biomedical engineering; Radiology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007994079,0.0001409864,0.0005433338,0.0002471262,0.00002160902,0.000001185613,0.0001481082,0.00008970579,0.0001342918],"category_scores_gemma":[0.001671898,0.00006883118,0.0000680267,0.000251363,0.0006377649,0.00005751694,0.00002021021,0.0001064585,0.000002358101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006147448,"about_ca_system_score_gemma":0.00003992566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001756191,"about_ca_topic_score_gemma":0.00001295785,"domain_scores_codex":[0.9986051,0.0001370732,0.000640134,0.0002454722,0.000100842,0.0002713771],"domain_scores_gemma":[0.9960725,0.003351507,0.0002163952,0.0002200776,0.0001009666,0.00003850081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000325335,0.00005169821,0.1774838,0.000179076,0.0000187854,0.000011905,0.0006578365,7.673495e-7,0.8141618,0.00268242,0.0001864629,0.004240178],"study_design_scores_gemma":[0.01668206,0.002600634,0.1521629,0.002331796,0.0001958529,0.002024901,0.002925289,0.00003743621,0.7805621,0.02291947,0.01718158,0.0003759515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939551,0.001027771,0.0007118809,0.002754902,0.0003680043,0.0005547363,0.00005467621,0.00001481758,0.0005580582],"genre_scores_gemma":[0.9989861,0.0001564212,0.0002033636,0.0003002665,0.0001624898,0.00004342027,0.00002563417,0.00001209331,0.0001102138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03359966,"threshold_uncertainty_score":0.2806854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256265003813898,"score_gpt":0.2814586154076137,"score_spread":0.2688959653694747,"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."}}