{"id":"W2340401950","doi":"10.1093/neuonc/now029","title":"PIK3CA mutations in meningioma","year":2016,"lang":"en","type":"letter","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto Western Hospital; University Health Network","funders":"","keywords":"Meningioma; Medicine; Genetics; Biology; Pathology","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":[0.0005772386,0.0005738859,0.0008148472,0.0008310279,0.002157527,0.002163122,0.0008962888,0.01335277,0.004257927],"category_scores_gemma":[0.00951758,0.0006200612,0.001052217,0.0008177906,0.00145392,0.001667717,0.0009429384,0.009672697,0.002115913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003409386,"about_ca_system_score_gemma":0.002312465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005444044,"about_ca_topic_score_gemma":0.008217979,"domain_scores_codex":[0.999255,0.0001272086,0.0001656302,0.00009065466,0.0001655219,0.0001959344],"domain_scores_gemma":[0.9985221,0.0005715311,0.0002421696,0.00006460914,0.0001940156,0.0004056842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0002673512,0.0001191965,0.02618138,0.0001968328,0.00007694981,0.707779,0.0003764634,0.0009334807,0.001878114,0.004929787,0.2293663,0.02789514],"study_design_scores_gemma":[0.0002276992,0.000198542,0.01210594,0.0007043983,0.0002035281,0.8588255,0.0009072176,0.003674936,0.001720926,0.0141442,0.1071859,0.0001013441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04898944,0.0128856,0.0007049791,0.8612922,0.01877578,0.00005879694,0.0003265399,0.0001484326,0.05681815],"genre_scores_gemma":[0.6065902,0.01425693,0.002254943,0.2473111,0.1057147,0.00006836759,0.0002738874,0.0001162863,0.02341349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01335277,"threshold_uncertainty_score":0.02473694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513426135567041,"score_gpt":0.3114820821103039,"score_spread":0.2763478207546335,"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."}}