{"id":"W2913511167","doi":"10.1007/s00381-019-04077-4","title":"TROPHY registry study design: a prospective, international multicenter study for the surgical treatment of posthemorrhagic hydrocephalus in neonates","year":2019,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Hydrocephalus; Perioperative; Prospective cohort study; Surgery; Neurosurgery","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":[0.004139472,0.0008281589,0.0008470091,0.001233272,0.0006597262,0.001004469,0.0009084542,0.0007110585,0.00334936],"category_scores_gemma":[0.005929121,0.000620041,0.0008758707,0.002250825,0.0006688661,0.001248477,0.001153378,0.0009231621,0.0006379818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005497176,"about_ca_system_score_gemma":0.001447838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598824,"about_ca_topic_score_gemma":0.002615864,"domain_scores_codex":[0.9950596,0.002875061,0.0004816084,0.0009010818,0.000337101,0.000345598],"domain_scores_gemma":[0.9957841,0.0006678791,0.002154477,0.0005540638,0.0003197931,0.0005196519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0039486,0.0004075528,0.9914062,0.0001027752,0.0005428924,0.0002195687,0.0001878973,0.0001047194,0.0003060019,0.0003278513,0.0006618472,0.001784166],"study_design_scores_gemma":[0.003467231,0.005551168,0.981514,0.000155966,0.001153435,0.001900193,0.001581116,0.000875762,0.0005541084,0.0003306313,0.002873831,0.00004258323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9933226,0.000676587,0.0007903571,0.0001560315,0.00004905302,0.0008127345,0.002718846,0.000008577101,0.001465376],"genre_scores_gemma":[0.9935054,0.000319109,0.001168526,0.0002872325,0.0001217994,0.00175508,0.002345669,0.00001707004,0.0004801923],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.004139472,"threshold_uncertainty_score":0.02189183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461295000776278,"score_gpt":0.2680720250631314,"score_spread":0.2534590750553686,"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."}}