{"id":"W2160982912","doi":"10.1002/1097-0347(200103)23:3<181::aid-hed1016>3.0.co;2-8","title":"Outcome of patients treated with cobalt and 6 MV in head and neck cancers","year":2001,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Radiation therapy; Head and neck cancer; Surgery; Head and neck; Cobalt; Retrospective cohort study; Bolus (digestion)","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":[0.00005057139,0.000149199,0.0005110012,0.00008289993,0.00004114634,0.000004924993,0.00002471416,0.00005252327,0.00002348941],"category_scores_gemma":[0.00002653516,0.000109476,0.0000204235,0.0002281614,0.0001121736,0.00005343446,0.00002406396,0.0001088547,0.000002280015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047962,"about_ca_system_score_gemma":0.00005548026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004516484,"about_ca_topic_score_gemma":0.006948173,"domain_scores_codex":[0.999078,0.00001666992,0.0002613633,0.0002306906,0.0001612404,0.0002519985],"domain_scores_gemma":[0.999584,0.00002828683,0.00005186239,0.0001397033,0.00006730399,0.0001288958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007898426,0.0001021162,0.9935178,0.0001387672,0.00003025994,0.00003970428,0.0005552746,0.000001024119,0.00003535423,0.000009682579,0.0004416192,0.004338578],"study_design_scores_gemma":[0.006417787,0.001447039,0.9847021,0.0004313398,0.000038185,0.00001590831,0.0001244085,0.00003389442,0.00006578844,0.000004266818,0.006609953,0.0001093611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942136,0.001232985,5.715298e-7,0.0005152578,0.00004273467,0.0003279323,0.00001769026,0.00002118284,0.003628063],"genre_scores_gemma":[0.9981018,0.0008334417,0.0001091997,0.0004896631,0.0000324056,0.00001881673,0.00001013684,0.00001558447,0.000388906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008815709,"threshold_uncertainty_score":0.6827603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898712482871795,"score_gpt":0.3104215146815363,"score_spread":0.2814343898528184,"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."}}