{"id":"W2326026029","doi":"10.1186/s40349-016-0055-x","title":"Magnetic resonance-guided high-intensity focused ultrasound combined with radiotherapy for palliation of head and neck cancer—a pilot study","year":2016,"lang":"en","type":"article","venue":"Journal of Therapeutic Ultrasound","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Sunnybrook Health Science Centre; Thunder Bay Regional Research Institute; University of Toronto; Health Sciences Centre","funders":"Focused Ultrasound Foundation","keywords":"Medicine; High-intensity focused ultrasound; Magnetic resonance imaging; Head and neck cancer; Head and neck; Ultrasound; Radiology; Radiation therapy; Cancer; Medical physics; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000301723,0.0002708883,0.0006028067,0.0001291332,0.0001036103,0.00004984438,0.0002414527,0.00006161191,0.00006635204],"category_scores_gemma":[0.00004460165,0.0001728819,0.00008292948,0.0002092894,0.0001312706,0.0001898638,0.000004976438,0.0001393428,7.309338e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481628,"about_ca_system_score_gemma":0.00006636976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000726305,"about_ca_topic_score_gemma":0.0002143968,"domain_scores_codex":[0.9985234,0.0000499749,0.0006354284,0.0001996413,0.0003095087,0.0002820641],"domain_scores_gemma":[0.9979839,0.0009518636,0.0002913153,0.0002916579,0.0003679742,0.0001133311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003332021,0.001171989,0.1597939,0.0001017308,0.001093194,0.000003285684,0.001559603,0.0005181769,0.8038011,0.0005187597,0.0005294635,0.02757682],"study_design_scores_gemma":[0.02724936,0.02785955,0.9067203,0.000519517,0.0008875914,0.000342768,0.0004692927,0.0002083279,0.020741,0.004159082,0.009959629,0.00088357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981966,0.004982373,0.01157281,0.0003301336,0.0002291607,0.0007945032,0.00005186323,0.00004850418,0.0000247066],"genre_scores_gemma":[0.9932762,0.002936845,0.003254157,0.0001060561,0.0001890468,0.00006216652,0.000001980683,0.00006734036,0.0001061836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7830601,"threshold_uncertainty_score":0.7049918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719447338873594,"score_gpt":0.2614289468522424,"score_spread":0.2342344734635065,"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."}}