{"id":"W2139570319","doi":"10.1002/hed.20786","title":"Outcomes following reirradiation of patients with head and neck cancer","year":2008,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Head and neck cancer; Radiation therapy; Head and neck; Quality of life (healthcare); Overall survival; Palliative care; Adverse effect; Cancer; Retrospective cohort study; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004224569,0.0001395671,0.00039942,0.0003764462,0.0004661166,0.0003877849,0.0001774848,0.0002878938,0.001250592],"category_scores_gemma":[0.002665883,0.00007573637,0.0004498721,0.0004006752,0.0003267845,0.0003364444,0.0003599915,0.0003818206,0.0001695958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004529916,"about_ca_system_score_gemma":0.0002993274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197781,"about_ca_topic_score_gemma":0.002199625,"domain_scores_codex":[0.9997309,0.00006712783,0.00002999884,0.00003179524,0.00006220103,0.00007791287],"domain_scores_gemma":[0.9983882,0.000353516,0.000815575,0.00004589833,0.0001503806,0.0002463514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005879354,0.00006575721,0.9791353,0.0001115609,0.0001652331,0.001726985,0.0005919259,0.0003740742,0.0006251998,0.00003638947,0.000594439,0.01598516],"study_design_scores_gemma":[0.00004310255,0.001199578,0.9837337,0.00005185315,0.0001832691,0.01184366,0.0005392384,0.0001605188,0.000516851,0.00007137108,0.001641389,0.00001543448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971188,0.001850734,0.00007297616,0.0001000795,0.00001183893,0.0000115001,0.0001505685,0.000004911244,0.0006784595],"genre_scores_gemma":[0.9990001,0.0004027149,0.00003536704,0.0000534305,0.00001423858,0.000009637566,0.0003446068,0.000001964346,0.0001377976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001250592,"threshold_uncertainty_score":0.00418365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02861804463970684,"score_gpt":0.3053360004258669,"score_spread":0.27671795578616,"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."}}