{"id":"W3094203935","doi":"10.1007/s00381-020-04936-5","title":"Letter to the Editor Re: Cearns MD, Kommer M, Amato-Watkins A, Campbell E, Beez T, O’Kane R (2020) Opening and closure of intraventricular neuroendoscopic procedures in infants under 1 year of age: institutional technique, case series and review of the literature","year":2020,"lang":"en","type":"letter","venue":"Child s Nervous System","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Closure (psychology); Medicine; Political science; Law","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":[0.0002113753,0.0003931527,0.0008345123,0.0001365383,0.0002039194,0.00007112253,0.0005473206,0.0002706169,0.000008807593],"category_scores_gemma":[0.0003865496,0.0002424586,0.0001427519,0.0008184121,0.0003220863,0.000132833,0.000449909,0.00138956,0.000001565126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004701916,"about_ca_system_score_gemma":0.0001541117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006860166,"about_ca_topic_score_gemma":0.00005275034,"domain_scores_codex":[0.9972221,0.0004509886,0.000798212,0.0006202506,0.0006026739,0.0003057432],"domain_scores_gemma":[0.9987067,0.0001148795,0.0004756539,0.0005276318,0.0001025454,0.00007257266],"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":[0.00007955745,0.00004594931,0.0007403283,0.06032945,0.00005165476,0.006163088,0.001222172,0.0000382305,0.005297597,0.0003005393,0.9256951,0.00003637924],"study_design_scores_gemma":[0.00133212,0.0006484019,0.001704742,0.1159978,0.0004441437,0.036949,0.0002207775,0.00001577361,0.02873498,0.00003956391,0.8128975,0.001015171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1739298,0.07645605,0.00004315218,0.7242833,0.005801149,0.01578474,0.002400152,0.000162288,0.00113933],"genre_scores_gemma":[0.7784592,0.005284527,0.00006438329,0.2109219,0.004892645,0.000135672,0.00003397461,0.00007650261,0.0001312174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6045294,"threshold_uncertainty_score":0.9887173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008671434571101158,"score_gpt":0.2254844988831592,"score_spread":0.216813064312058,"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."}}