{"id":"W3047301647","doi":"10.1007/978-3-030-45623-8_2","title":"How Do Tumor-Treating Fields Work?","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Novocure; Beth Israel Deaconess Medical Center","keywords":"Glioblastoma; Medicine; Clinical trial; Cancer; Radiation therapy; Brain cancer; Oncology; Medical physics; Internal medicine; Cancer research","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":[0.0007262692,0.0006663672,0.0004099323,0.0008442891,0.0008788238,0.00339188,0.0007206952,0.001594929,0.03628708],"category_scores_gemma":[0.001238995,0.0002156461,0.0003172516,0.0005634908,0.00230763,0.004113774,0.0009377125,0.003091931,0.01996251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601785,"about_ca_system_score_gemma":0.001301216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002135212,"about_ca_topic_score_gemma":0.004929029,"domain_scores_codex":[0.9997291,0.00008862067,0.000008914745,0.00004501355,0.0001071635,0.00002114635],"domain_scores_gemma":[0.9996118,0.0001872673,0.00002788001,0.00001568852,0.00009364315,0.00006368569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004308176,0.00005523183,0.000216814,0.0009119727,0.00001096718,0.0001117818,0.0006552204,0.0001928816,0.0008244999,0.1278911,0.5409966,0.3280898],"study_design_scores_gemma":[0.000006204371,0.00002259324,0.0001636294,0.0004766396,0.000006044675,0.0002598184,0.0001916658,0.00007034246,0.000262858,0.02370463,0.9748276,0.000008087905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002006512,0.3435301,0.00958409,0.1059345,0.01852402,0.00009470095,0.0004169469,0.00060556,0.5193037],"genre_scores_gemma":[0.02263514,0.2120969,0.01216006,0.05172373,0.007252353,0.0001421892,0.0003362196,0.0005579919,0.6930954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03628708,"threshold_uncertainty_score":0.1213924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521467433402958,"score_gpt":0.2381656365867186,"score_spread":0.212950962252689,"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."}}