{"id":"W4383872284","doi":"10.1007/978-3-031-29750-2_6","title":"Spinal Meningiomas","year":2023,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Spinal cord; Spinal cord compression; Meningioma; Spinal column; Neurological deficit; Nerve root; Surgery","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":[0.0002999525,0.0005215242,0.0004242575,0.001187876,0.0009605881,0.001224982,0.0003639022,0.0007456601,0.004485667],"category_scores_gemma":[0.001148889,0.0001176084,0.0004262335,0.000924819,0.0007764428,0.0004972867,0.0006744421,0.0009443415,0.002039073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502343,"about_ca_system_score_gemma":0.001792956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002871754,"about_ca_topic_score_gemma":0.003783401,"domain_scores_codex":[0.9997022,0.00002530373,0.00002721552,0.00004805028,0.000112598,0.00008468491],"domain_scores_gemma":[0.9995787,0.00004830065,0.0001232874,0.00006364053,0.00007046179,0.0001156544],"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":[0.001288868,0.0003090728,0.04793808,0.00170682,0.000318691,0.1159225,0.0007643513,0.0007853144,0.1361077,0.02532457,0.02047319,0.6490608],"study_design_scores_gemma":[0.0001236103,0.000691533,0.04973064,0.0006975768,0.0003796447,0.4170201,0.0008842005,0.0007753065,0.06917365,0.01402942,0.4464335,0.00006086167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5062889,0.1907895,0.01331322,0.01202631,0.003934255,0.0002500602,0.001956247,0.001388642,0.270053],"genre_scores_gemma":[0.9365705,0.03050536,0.003991576,0.002253699,0.001338186,0.000048249,0.0007686936,0.00006792511,0.02445575],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004485667,"threshold_uncertainty_score":0.01500607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06608400236853508,"score_gpt":0.4146410080118164,"score_spread":0.3485570056432813,"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."}}