{"id":"W2009049972","doi":"10.1159/000120782","title":"Colloid Cysts in Children","year":2008,"lang":"en","type":"review","venue":"Pediatric Neurosurgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Hospital for Sick Children","funders":"","keywords":"Colloid cyst; Medicine; Headaches; Colloid; Surgery; Cyst; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001766622,0.0008018279,0.002243207,0.001301312,0.0001838278,0.00009097608,0.0007794331,0.0003823773,0.00008175825],"category_scores_gemma":[0.001065946,0.0007383683,0.0009451392,0.003058166,0.00009504053,0.0001888356,0.0002901776,0.001049272,0.001086139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320343,"about_ca_system_score_gemma":0.0006461825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000232133,"about_ca_topic_score_gemma":0.000001001831,"domain_scores_codex":[0.9951798,0.000452797,0.001313308,0.00145451,0.0006725503,0.0009269741],"domain_scores_gemma":[0.9973723,0.001124925,0.0005223606,0.0006950172,0.00001883219,0.0002665778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005003884,0.001685777,0.03707793,0.0142665,0.00003824315,0.00464852,0.00006786376,0.00001283569,0.00005768522,0.0002121004,0.07997893,0.8619035],"study_design_scores_gemma":[0.0002618139,0.00005167071,0.001246855,0.0004357354,0.0001762608,0.003553113,1.915767e-7,0.00000296754,0.00001287673,0.00001519756,0.9932636,0.0009797447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005356072,0.9907269,5.248283e-7,0.000008867862,0.001518757,0.0009933625,0.0001306839,0.0002020366,0.001062794],"genre_scores_gemma":[0.001026271,0.9958698,0.000003032486,0.0002857008,0.001737463,0.0001389564,0.00002769981,0.0001644042,0.0007466785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9132847,"threshold_uncertainty_score":0.9996916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04131413038865643,"score_gpt":0.2926124945266338,"score_spread":0.2512983641379773,"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."}}