{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111527,0.0001537122,0.0004127992,0.00004426742,0.0001069646,0.00001661519,0.00006542535,0.000131907,0.00006239754],"category_scores_gemma":[0.0001329111,0.0001293425,0.0001674029,0.0001739658,0.00006374414,0.00003333728,0.00007124732,0.000247947,0.0001930903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009498897,"about_ca_system_score_gemma":0.0001571627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002879855,"about_ca_topic_score_gemma":0.000005474704,"domain_scores_codex":[0.9985618,0.00005564621,0.000374337,0.0004308954,0.0002329063,0.0003444319],"domain_scores_gemma":[0.9987352,0.00002602123,0.0001231961,0.0007651567,0.0001198825,0.0002305809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006763355,0.0008097851,0.04132805,0.006543226,0.0006840096,0.7984945,0.001484364,0.00001922055,0.04898837,0.02575929,0.03095813,0.04425468],"study_design_scores_gemma":[0.002532813,0.0002965615,0.09420321,0.0009566083,0.0002123473,0.4063777,0.002127283,0.00006036815,0.01083391,0.00009263501,0.4818428,0.0004637541],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4986047,0.005807331,0.0005051796,0.002866805,0.001638361,0.0004034974,0.00004352851,0.0004610685,0.4896695],"genre_scores_gemma":[0.9794688,0.00002442058,0.0005111184,0.000754772,0.0006220115,0.00001634092,0.0001654824,0.00003125552,0.01840584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.480864,"threshold_uncertainty_score":0.5274432,"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."}}