{"id":"W2055809488","doi":"10.1093/neuonc/nor152","title":"MEDICAL AND NEURO-ONCOLOGY","year":2011,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Dalhousie University; University of Calgary","funders":"","keywords":"Medicine; Internal medicine; Oncology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001654899,0.000347699,0.0003182856,0.0005175861,0.0008093081,0.0006983635,0.0003081174,0.0006311366,0.02549277],"category_scores_gemma":[0.0007926259,0.00008281765,0.0002343415,0.0004950791,0.0004459739,0.0003717762,0.0005357879,0.0008879047,0.007759299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007017279,"about_ca_system_score_gemma":0.001115133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018057,"about_ca_topic_score_gemma":0.002593091,"domain_scores_codex":[0.9998715,0.00002955152,0.00001340292,0.0000154693,0.00003823966,0.00003190732],"domain_scores_gemma":[0.9997953,0.00003031597,0.00003965389,0.00001750172,0.00005446289,0.00006273179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003312318,0.000354992,0.03338004,0.001092901,0.0001095863,0.05446523,0.000339134,0.0003053168,0.00726702,0.006571553,0.05832164,0.8374614],"study_design_scores_gemma":[0.00008135162,0.0005876838,0.04867194,0.0008279715,0.00009206319,0.234688,0.0004521168,0.0003246712,0.003682884,0.004276225,0.7062899,0.00002522834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.141389,0.3500181,0.004389328,0.01786452,0.003803727,0.0001876204,0.0006411339,0.0003888284,0.4813178],"genre_scores_gemma":[0.6434892,0.1817428,0.00597272,0.009835646,0.003101736,0.0001618426,0.001165524,0.00006935213,0.1544612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9745072,"threshold_uncertainty_score":0.08528179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06514576540051202,"score_gpt":0.3264877459696587,"score_spread":0.2613419805691467,"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."}}