{"id":"W2109364195","doi":"10.1111/bpa.12174","title":"Mitotic Index is an Independent Predictor of Recurrence‐Free Survival in Meningioma","year":2014,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto Western Hospital; University of Toronto","funders":"National Cancer Institute; National Institutes of Health","keywords":"Mitotic index; Grading (engineering); Mitosis; Meningioma; Univariate analysis; Multivariate analysis; Internal medicine; Univariate; Medicine; Biology; Oncology; Pathology; Multivariate statistics; Genetics; Statistics; Mathematics","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":[0.0002337575,0.000160697,0.0001680168,0.0005390042,0.0001783386,0.000288825,0.0001207623,0.0001519935,0.0007195045],"category_scores_gemma":[0.001298098,0.00009639777,0.0001864487,0.0002875836,0.0001134811,0.0001375583,0.000148179,0.0002313829,0.0001495287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936207,"about_ca_system_score_gemma":0.0001814728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0031776,"about_ca_topic_score_gemma":0.004505079,"domain_scores_codex":[0.9999392,0.00001082897,0.000008211428,0.00001091914,0.000018026,0.00001281154],"domain_scores_gemma":[0.9995271,0.00008702196,0.0002251476,0.00003003042,0.00004237562,0.00008819128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005472041,0.00002030359,0.9895415,0.000009850965,0.00004410629,0.0001662907,0.00002925084,0.0001631773,0.002521845,0.00001839562,0.000114417,0.006823737],"study_design_scores_gemma":[0.000004266933,0.0000610863,0.9985203,0.000003287419,0.00002512287,0.0002997725,0.00002399625,0.0004448365,0.000421682,0.00004251828,0.0001509405,0.000002170281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990662,0.0004864543,0.00009230083,0.00002368231,0.000004114277,0.00000153056,0.0000686912,0.000007432805,0.0002494695],"genre_scores_gemma":[0.9995222,0.0001646868,0.00006228634,0.000003747459,0.000005350053,0.000001346483,0.0001036113,0.000001537534,0.0001352832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0031776,"threshold_uncertainty_score":0.006318212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791264221287129,"score_gpt":0.2791785130833722,"score_spread":0.2512658708705009,"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."}}