{"id":"W2975450301","doi":"10.2490/jjrmc.56.602","title":"Diagnosis and Treatment for Malignant Brain Tumors","year":2019,"lang":"en","type":"article","venue":"The Japanese Journal of Rehabilitation Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","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":[0.0003284916,0.0001871658,0.0002225343,0.0008918037,0.0005253953,0.0004043837,0.0002908879,0.0004074647,0.002070545],"category_scores_gemma":[0.001371783,0.00008421885,0.0005038533,0.0004831191,0.0004340283,0.0003905618,0.0003244696,0.0005730109,0.000419107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003478,"about_ca_system_score_gemma":0.002094029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004501374,"about_ca_topic_score_gemma":0.008185707,"domain_scores_codex":[0.9998028,0.00004807767,0.00002477698,0.00001990229,0.00006679929,0.00003773804],"domain_scores_gemma":[0.9997917,0.00004698395,0.00005539057,0.00001042563,0.00005809672,0.00003741588],"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":[0.0005076998,0.000515449,0.09362799,0.001056517,0.0001289189,0.0040961,0.0005078422,0.0008044834,0.004331689,0.005005031,0.0160393,0.8733789],"study_design_scores_gemma":[0.0006984161,0.002817956,0.6043382,0.001606391,0.0009797917,0.03845807,0.002749323,0.003200497,0.01638244,0.02150358,0.3070998,0.0001656119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.507592,0.2806688,0.01718805,0.03471354,0.00297325,0.0009459016,0.001078032,0.0003145139,0.154526],"genre_scores_gemma":[0.9379302,0.04012165,0.006921458,0.002523978,0.001013441,0.0002797678,0.0005876241,0.00002233391,0.01059945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004501374,"threshold_uncertainty_score":0.008950353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966294189120531,"score_gpt":0.304723163260618,"score_spread":0.2850602213694127,"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."}}