{"id":"W6920289898","doi":"10.60692/zvd2k-d0223","title":"TROPHY registry — status report","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hydrocephalus; Standard of care; Psychological intervention; Prospective cohort study; Trophy; Clinical trial","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":[0.00399544,0.0006377152,0.0006805154,0.00537831,0.001075899,0.002952711,0.001454442,0.001088351,0.07186017],"category_scores_gemma":[0.0207529,0.0005596573,0.0006229393,0.005861139,0.0002983339,0.002605675,0.002006232,0.001043422,0.05141779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232885,"about_ca_system_score_gemma":0.00523238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008230779,"about_ca_topic_score_gemma":0.00564097,"domain_scores_codex":[0.9951766,0.001018676,0.001495606,0.0007044717,0.001106978,0.0004976696],"domain_scores_gemma":[0.9814021,0.002433687,0.004669619,0.00273094,0.006916845,0.001846865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006299821,0.0002244776,0.1093821,0.001008873,0.0000964784,0.0006122451,0.0002765913,0.0002596048,0.0002563795,0.002394224,0.8401021,0.04475696],"study_design_scores_gemma":[0.0002528562,0.0002914734,0.1281234,0.000983546,0.00008391409,0.001943368,0.0005724758,0.0004863748,0.0005234472,0.001148971,0.865505,0.00008523164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0282354,0.00180585,0.003032013,0.003108268,0.001023444,0.003310604,0.8639997,0.001707761,0.09377696],"genre_scores_gemma":[0.05338269,0.002334137,0.003792859,0.001721175,0.0006585779,0.005361651,0.8941278,0.0005966564,0.03802442],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07186017,"threshold_uncertainty_score":0.2403962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486258409200933,"score_gpt":0.2279024033919424,"score_spread":0.203039819299933,"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."}}