{"id":"W2788183929","doi":"10.1007/s00401-018-1808-0","title":"cIMPACT-NOW update 1: Not Otherwise Specified (NOS) and Not Elsewhere Classified (NEC)","year":2018,"lang":"en","type":"letter","venue":"Acta Neuropathologica","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine","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":[0.0007604474,0.0004738281,0.0007767688,0.0009887321,0.001270492,0.001590073,0.0009771418,0.009166175,0.009030011],"category_scores_gemma":[0.008408544,0.0002831225,0.0006920449,0.0008576388,0.0007306015,0.001818365,0.0007493318,0.006939466,0.005319797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172867,"about_ca_system_score_gemma":0.002499593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009431585,"about_ca_topic_score_gemma":0.0167865,"domain_scores_codex":[0.9992818,0.0001450666,0.0001498854,0.00007820073,0.0001702054,0.000174873],"domain_scores_gemma":[0.9980427,0.000742603,0.0002086033,0.00009106175,0.000519508,0.0003955582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002228614,0.00007675384,0.01053644,0.0002261707,0.00002923695,0.02171292,0.0001504134,0.0002498153,0.0004935237,0.004070445,0.9032178,0.05901358],"study_design_scores_gemma":[0.0002400552,0.0001176686,0.01078108,0.001499314,0.0001514423,0.08212955,0.0004269347,0.0009080062,0.0008182236,0.01038533,0.8924711,0.00007118738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01286416,0.01793522,0.001657466,0.843399,0.04088191,0.0001471923,0.003994198,0.0003880713,0.07873276],"genre_scores_gemma":[0.1662135,0.03361416,0.008656075,0.622133,0.09766745,0.0004104626,0.008885004,0.0003371201,0.06208326],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009431585,"threshold_uncertainty_score":0.03020841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04812429871859125,"score_gpt":0.2706623916637312,"score_spread":0.22253809294514,"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."}}