{"id":"W2052591861","doi":"10.1016/j.ijrobp.2010.06.055","title":"Retrospective Study of Palliative Radiotherapy in Newly Diagnosed Head and Neck Carcinoma","year":2010,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Head and neck; Radiation therapy; Carcinoma; Retrospective cohort study; Radiology; General surgery; Internal medicine; 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":[0.0003023406,0.0002088243,0.0003924134,0.0006271334,0.0007334313,0.0004389552,0.0003191811,0.0004007608,0.00202984],"category_scores_gemma":[0.001569081,0.0003334056,0.0004073174,0.0007636106,0.0004277609,0.0003054269,0.0003478637,0.0003356246,0.0003786746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005555284,"about_ca_system_score_gemma":0.0004984693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003397017,"about_ca_topic_score_gemma":0.003742038,"domain_scores_codex":[0.9996279,0.00009667256,0.00004663487,0.000102808,0.00005558436,0.00007042335],"domain_scores_gemma":[0.9987936,0.0003616153,0.0003459144,0.0001139344,0.0001329648,0.0002519056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005845251,0.00008783447,0.9940847,0.00004042391,0.0000418422,0.001772194,0.0003729159,0.00006426211,0.001018231,0.00003144068,0.00008114842,0.001820549],"study_design_scores_gemma":[0.00001904745,0.0008691597,0.990698,0.000008731199,0.00006925472,0.006228816,0.0009726388,0.00007275378,0.0002852879,0.00002363608,0.0007437866,0.000008834533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990689,0.0003139094,0.00005704962,0.000008661475,0.00000451376,0.000008919654,0.0001039226,0.000001807079,0.0004321766],"genre_scores_gemma":[0.9995081,0.0001358052,0.00003015394,0.00001966981,0.000009516687,0.000006081324,0.0001387562,0.000002382551,0.0001494259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003397017,"threshold_uncertainty_score":0.006790459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355424711697202,"score_gpt":0.3594449451038219,"score_spread":0.3358906979868498,"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."}}