{"id":"W1974809774","doi":"10.1159/000121161","title":"Middle Cranial Fossa Arachnoid Cysts That Come and Go","year":2008,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Arachnoid cyst; Medicine; Middle cranial fossa; Cyst; Temporal lobe; Surgery; Shunting; Asymptomatic; Radiology; Anatomy; Epilepsy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001592416,0.0002989388,0.0003708666,0.000274089,0.0004943905,0.00008247729,0.0002600328,0.0001029384,0.0000775959],"category_scores_gemma":[0.0005092761,0.0002900642,0.0001505993,0.0006241537,0.0002033178,0.0003451991,0.0001805096,0.0003257201,0.000272622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002161079,"about_ca_system_score_gemma":0.0000736361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001914864,"about_ca_topic_score_gemma":0.000001578774,"domain_scores_codex":[0.997622,0.0001086224,0.000362481,0.0007526585,0.0005487707,0.000605493],"domain_scores_gemma":[0.9985639,0.0006267253,0.0001423962,0.0003569715,0.00002577405,0.0002841795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002320287,0.0004681503,0.8879926,0.0001758858,0.000004307758,0.002870331,0.0003305861,0.00001223565,0.08835065,0.0004281902,0.01760749,0.0015276],"study_design_scores_gemma":[0.002410171,0.0004652203,0.9184828,0.00001829154,0.0001203324,0.006282941,0.00001492161,0.0007725128,0.04571604,0.0008357588,0.02316284,0.001718154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946571,0.000529784,0.00002295501,0.0002568594,0.001517691,0.0001964308,0.00003355847,0.0002522697,0.002533368],"genre_scores_gemma":[0.993754,0.002364065,0.00001742993,0.001448932,0.0009965255,0.00001656416,0.000002242697,0.00004809086,0.001352118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0426346,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05597630058660177,"score_gpt":0.2388273578715524,"score_spread":0.1828510572849506,"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."}}