{"id":"W4384070335","doi":"10.1093/noajnl/vdad071.043","title":"A RADIATION ONCOLOGIST’S EXPERIENCE TREATING MALIGNANT GLIOMA WITH TUMOR TREATING FIELDS IN CANADA","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Radiation oncologist; Radiation therapy; Adjuvant; Glioma; Glioblastoma; Internal medicine; Adjuvant radiotherapy; Surgery; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005841628,0.0003482483,0.0001827891,0.0007718428,0.00393928,0.001043162,0.0008321191,0.0004998103,0.004825951],"category_scores_gemma":[0.002020365,0.0003156412,0.0002920252,0.001855981,0.0009137779,0.0003701755,0.0009046079,0.0008657083,0.0005807689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02681654,"about_ca_system_score_gemma":0.04136925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8921201,"about_ca_topic_score_gemma":0.9752538,"domain_scores_codex":[0.9989374,0.0001192297,0.0000484414,0.0001079582,0.0003097943,0.0004770624],"domain_scores_gemma":[0.9968448,0.0002084513,0.0002540243,0.00004909128,0.0008725196,0.001771169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0006358908,0.001187647,0.606235,0.0006135855,0.0001567537,0.04448058,0.02563715,0.002371673,0.007706023,0.002081774,0.06200239,0.2468916],"study_design_scores_gemma":[0.0001506985,0.001834351,0.6619416,0.0006225236,0.0001327713,0.06976633,0.0374453,0.001993768,0.003061286,0.0007364816,0.2220991,0.0002157236],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363013,0.006189334,0.001417092,0.00864608,0.0002980645,0.0002977242,0.0009611076,0.0001303735,0.04575907],"genre_scores_gemma":[0.9758965,0.005822607,0.002504841,0.002673247,0.0001244368,0.00003593684,0.0006162171,0.00007522086,0.01225101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078799,"threshold_uncertainty_score":0.2170303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739590032080399,"score_gpt":0.2976910894886233,"score_spread":0.2802951891678193,"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."}}