{"id":"W2317469671","doi":"10.1093/neuonc/nou260.14","title":"MS-15 * THE IMPACT OF HISTOPATHOLOGIC AND RADIOLOGIC CHARACTERISTICS IN CLINICAL OUTCOME OF PATIENTS WHO UNDERWENT SURGERY FOR INTRACRANIAL MENINGIOMAS","year":2014,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Meningioma; Incidence (geometry); Pathological; Edema; Surgery; Radiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003121605,0.0002365547,0.0001994121,0.0006377098,0.0004247273,0.0004728713,0.0002256662,0.0002285106,0.00183957],"category_scores_gemma":[0.001572493,0.000115705,0.0002731268,0.0006047572,0.0003162695,0.0002562008,0.0002628318,0.0002558722,0.000296114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005107764,"about_ca_system_score_gemma":0.0004962324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00470907,"about_ca_topic_score_gemma":0.008596033,"domain_scores_codex":[0.9998069,0.00002691883,0.00002867807,0.0000359236,0.00005189531,0.00004970063],"domain_scores_gemma":[0.9983547,0.0002057324,0.0007587063,0.00004301944,0.0001618783,0.0004758665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004987036,0.000003530419,0.9994321,0.000002255941,0.000009196628,0.0000897776,0.00001130199,0.00001031647,0.00008206533,0.000001744021,0.00002742003,0.0002802955],"study_design_scores_gemma":[0.000001842138,0.00005492531,0.998998,0.00000286519,0.00001083764,0.0006365168,0.0000785468,0.00005388644,0.00006757823,0.000006922954,0.00008651692,0.000001566298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993432,0.00011568,0.00001427028,0.00002277179,0.000004471191,0.000002021462,0.0001717285,0.000001780423,0.0003240865],"genre_scores_gemma":[0.9996649,0.0000356591,0.0000202045,0.000005349908,0.000005527561,0.000001684239,0.000181729,7.633568e-7,0.00008417627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00470907,"threshold_uncertainty_score":0.009363294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06489266807695558,"score_gpt":0.3614451856082084,"score_spread":0.2965525175312528,"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."}}