{"id":"W1988652699","doi":"10.1215/15228517-2007-002","title":"Survey of treatment recommendations for anaplastic oligodendroglioma","year":2007,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Regional Cancer Foundation; Princess Margaret Cancer Centre; University of Calgary","funders":"","keywords":"Oligodendroglioma; Temozolomide; Medicine; Radiation therapy; Oncology; Internal medicine; Clinical trial; Glioma; Lomustine; Chemotherapy; Family medicine; Astrocytoma; Cancer research; Vincristine","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":[0.003965659,0.0001074875,0.000248144,0.0009037214,0.0003128117,0.0003885642,0.0003048178,0.0006424754,0.001849918],"category_scores_gemma":[0.01634309,0.0001618958,0.0002741845,0.001018834,0.000167124,0.000566191,0.0003591656,0.0005951407,0.0006251438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008080586,"about_ca_system_score_gemma":0.001011528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005767526,"about_ca_topic_score_gemma":0.006801634,"domain_scores_codex":[0.9969655,0.001358138,0.000615046,0.000207014,0.0006435004,0.0002107651],"domain_scores_gemma":[0.9841396,0.006289227,0.005779396,0.0002930693,0.002578356,0.0009205082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001034642,0.0001709824,0.9580349,0.0001843575,0.00005559749,0.000109458,0.001141655,0.000246739,0.0003724565,0.00008661175,0.008843658,0.03065013],"study_design_scores_gemma":[0.00002447888,0.0003733939,0.9747494,0.0002350043,0.00004303271,0.0005908436,0.003766707,0.001096408,0.0003306544,0.00005893756,0.01870801,0.00002305731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872876,0.0008478339,0.0004492385,0.004023134,0.00004566127,0.0001191586,0.003052934,0.00003287258,0.004141442],"genre_scores_gemma":[0.9925398,0.001616396,0.001482863,0.001383956,0.00004913572,0.0001416264,0.00191061,0.0000124399,0.0008632155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005767526,"threshold_uncertainty_score":0.02097267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06895933856419427,"score_gpt":0.3679147727037987,"score_spread":0.2989554341396045,"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."}}