{"id":"W4388558083","doi":"10.32388/juazzr","title":"Review of: \"[Commentary] SBRT (Stereotactic Body Radiotherapy) in Recurrent Head Neck Cancer - Boon or Bane?\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Head and neck cancer; Medicine; Head and neck; Radiation therapy; Medical physics; Radiology; Surgery","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":[0.01994501,0.001628745,0.004270792,0.005876816,0.004922419,0.00659172,0.007078331,0.02622389,0.02903152],"category_scores_gemma":[0.174975,0.001395201,0.002874845,0.006611568,0.004166266,0.005802804,0.002586123,0.0205666,0.01258076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01072474,"about_ca_system_score_gemma":0.03764753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04394389,"about_ca_topic_score_gemma":0.0971382,"domain_scores_codex":[0.985211,0.005284653,0.002601947,0.0010199,0.005014201,0.0008684009],"domain_scores_gemma":[0.8384887,0.07392785,0.01198059,0.002125792,0.06548232,0.007994755],"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":[0.00001865411,0.000002390371,0.00001524043,0.000891862,0.00002332985,0.00001848409,0.0000165288,0.000005079321,0.000008596508,0.0001562691,0.9971826,0.001661095],"study_design_scores_gemma":[0.000257372,0.0000292332,0.0005231733,0.01051983,0.0003791001,0.0001728532,0.0001804503,0.00005295589,0.00005531769,0.001015138,0.9867703,0.00004431315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005002477,0.02510978,0.00005030129,0.591708,0.3797308,0.0001030856,0.0006489418,0.00002920397,0.002569859],"genre_scores_gemma":[0.0009358475,0.02516787,0.000144209,0.7077923,0.2592748,0.0003057765,0.0002996468,0.00006979328,0.006009859],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04394389,"threshold_uncertainty_score":0.1054806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0971404392254096,"score_gpt":0.4337747427276368,"score_spread":0.3366343035022272,"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."}}