{"id":"W2306472141","doi":"10.1093/neuonc/nov222.22","title":"MPTH-22INTEGRATING MOLECULAR MARKERS INTO THE WORLD HEALTH ORGANIZATION (WHO) CLASSIFICATION OF GLIOMAS: SURVEY RESULTS FROM THE SNO MEMBERSHIP","year":2015,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Subspecialty; Medicine; Glioma; Family medicine; Oncology; Cancer research","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":[0.005131647,0.0002105303,0.0002031018,0.001410845,0.0003124761,0.0007559212,0.0003027667,0.000584857,0.001887892],"category_scores_gemma":[0.009921808,0.0001372889,0.0003573639,0.001647107,0.0003280428,0.0007985675,0.001180249,0.00049607,0.0009124338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005093951,"about_ca_system_score_gemma":0.0006842721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00706507,"about_ca_topic_score_gemma":0.005199409,"domain_scores_codex":[0.9976701,0.0008983569,0.0003385034,0.0001661807,0.0005946555,0.0003321649],"domain_scores_gemma":[0.9909577,0.002245262,0.003221485,0.0003510549,0.002058006,0.001166525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006530874,0.00007263461,0.9899349,0.00007948578,0.0000202507,0.00002758595,0.001298358,0.00007141201,0.00017657,0.00004330329,0.002582927,0.005627387],"study_design_scores_gemma":[0.000006047016,0.0001406963,0.9919207,0.00005591528,0.000009297526,0.0000635522,0.004697366,0.0001942955,0.00009892328,0.00002401107,0.002782312,0.000006883382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991363,0.0001410673,0.0002124534,0.0006777553,0.0000278004,0.0001058118,0.004787141,0.0000135998,0.002671386],"genre_scores_gemma":[0.9927806,0.0003103686,0.0004189143,0.0004464797,0.00003792277,0.0002632711,0.004868054,0.00001011936,0.0008643245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00706507,"threshold_uncertainty_score":0.02713907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.064574434945345,"score_gpt":0.3356107767125805,"score_spread":0.2710363417672355,"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."}}