{"id":"W3175559707","doi":"10.1007/s00381-021-05258-w","title":"TROPHY registry — status report","year":2021,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Charité – Universitätsmedizin Berlin","keywords":"Medicine; Hydrocephalus; Neurosurgery; Trophy; Psychological intervention; Standard of care; Pediatrics; Surgery; Emergency medicine","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":[0.004083584,0.0006376609,0.0005478081,0.004949155,0.0007918269,0.002870207,0.001476421,0.001054245,0.06931473],"category_scores_gemma":[0.01891061,0.0005218519,0.0005305589,0.005569869,0.0003193253,0.002376676,0.001924173,0.0007976951,0.05145386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158693,"about_ca_system_score_gemma":0.00475967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006630539,"about_ca_topic_score_gemma":0.003724716,"domain_scores_codex":[0.9947478,0.001064842,0.001618797,0.0007805697,0.001320143,0.0004678142],"domain_scores_gemma":[0.9775572,0.002803292,0.006677386,0.002826344,0.008029192,0.002106574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006388589,0.0001634937,0.1295961,0.001000736,0.00008798065,0.0005338938,0.0001986636,0.0002882712,0.0002730421,0.001772375,0.8228495,0.04259722],"study_design_scores_gemma":[0.0002957737,0.0003132095,0.1588168,0.000873042,0.00007440492,0.0018926,0.0003814525,0.0005920015,0.0008175715,0.0008810926,0.8349807,0.00008145111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.03246568,0.001789954,0.002903903,0.003492587,0.001144188,0.002376962,0.866414,0.002155485,0.08725719],"genre_scores_gemma":[0.06352811,0.001845911,0.003082582,0.001298709,0.0007142962,0.002801498,0.8900424,0.0005756871,0.03611077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06931473,"threshold_uncertainty_score":0.2318808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008690075885326965,"score_gpt":0.233137602984778,"score_spread":0.224447527099451,"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."}}