{"id":"W4242519113","doi":"10.1007/978-3-030-58842-7_36","title":"Intracranial Mass","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Craniotomy; Surgery; Neurosurgery; Presentation (obstetrics); Dexamethasone; Resection; Anesthesia; Epilepsy; Radiology","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":[0.00007331669,0.0005994987,0.0003475697,0.0007811949,0.0006040519,0.0007281344,0.0004922804,0.0008425913,0.1039422],"category_scores_gemma":[0.0004077033,0.0001491152,0.0003708256,0.000402978,0.0004543281,0.0009228913,0.0007868962,0.001802947,0.03579674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004858285,"about_ca_system_score_gemma":0.0006666677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753715,"about_ca_topic_score_gemma":0.004196734,"domain_scores_codex":[0.9999413,0.000005222849,0.000002635803,0.00001032202,0.00002915172,0.00001129418],"domain_scores_gemma":[0.9999177,0.00002522569,0.000005100335,0.00001382677,0.00001980179,0.00001823013],"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":[0.00005919067,0.00007199819,0.0002772334,0.0002649089,0.00001019315,0.01665047,0.0001549955,0.0002594543,0.002156522,0.03199517,0.5961897,0.3519101],"study_design_scores_gemma":[0.0000078981,0.00002126301,0.0003805122,0.0001618674,0.000006168599,0.02531289,0.00004520808,0.00008031376,0.0004263862,0.006416651,0.9671333,0.000007619739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001977524,0.01533842,0.002237383,0.003509894,0.004115596,0.00005340191,0.0003227053,0.0002514747,0.9721935],"genre_scores_gemma":[0.01483223,0.01832179,0.002431122,0.003634595,0.002993562,0.00004888117,0.0004828053,0.0001132077,0.9571419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1039422,"threshold_uncertainty_score":0.3477213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594302659987399,"score_gpt":0.2424783288135374,"score_spread":0.2265353022136634,"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."}}