{"id":"W1999197607","doi":"10.1093/neuonc/nos229","title":"CLIN-NEURO/MEDICAL ONCOLOGY","year":2012,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Neurological Institute and Hospital; Western University; McGill University","funders":"","keywords":"Medicine; Internal medicine; Oncology; Medical physics","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":[0.0005277578,0.0004532663,0.0003699526,0.0008542801,0.0004929617,0.001374751,0.0003987949,0.0006715562,0.0298225],"category_scores_gemma":[0.001346232,0.0001361737,0.0002908205,0.0005885802,0.0004394965,0.0005563126,0.0006802415,0.0008199715,0.01518648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009347025,"about_ca_system_score_gemma":0.001351159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007014491,"about_ca_topic_score_gemma":0.001402329,"domain_scores_codex":[0.9995734,0.0001276775,0.00004076796,0.00007774742,0.00009158203,0.00008871814],"domain_scores_gemma":[0.9994066,0.0000824072,0.0001301408,0.00005134847,0.000178928,0.0001506233],"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":[0.0006520149,0.0004734778,0.0966002,0.001541261,0.0001461137,0.007274331,0.0002393607,0.0003898064,0.005928219,0.005702459,0.1230348,0.758018],"study_design_scores_gemma":[0.0002091033,0.0007267257,0.08829449,0.001391293,0.0001699053,0.06731702,0.0004401327,0.0008936877,0.004529777,0.004642861,0.8313527,0.00003238799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2238229,0.2212413,0.007608353,0.02875518,0.006125544,0.0006358362,0.004374926,0.001151107,0.5062848],"genre_scores_gemma":[0.7163192,0.07305847,0.01213584,0.02266869,0.006151707,0.0005797544,0.005903811,0.0002791595,0.1629033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9701775,"threshold_uncertainty_score":0.09976619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05223163820791155,"score_gpt":0.4116295984714325,"score_spread":0.3593979602635209,"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."}}