{"id":"W2121481478","doi":"10.1016/j.soncn.2009.05.002","title":"Radiation Therapy for Head and Neck Cancers","year":2009,"lang":"en","type":"review","venue":"Seminars in Oncology Nursing","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Head and neck; Intensive care medicine; Radiation oncology; Systemic therapy; Medical physics; Surgery; Internal medicine; Cancer","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":[0.001204144,0.0008236172,0.002114246,0.003178597,0.0003727187,0.0009945083,0.001020112,0.001091963,0.004518486],"category_scores_gemma":[0.002665956,0.0003811337,0.0006855517,0.004355077,0.0007591195,0.001215565,0.0007658632,0.001066019,0.0009990666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380764,"about_ca_system_score_gemma":0.002235698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004368206,"about_ca_topic_score_gemma":0.01296993,"domain_scores_codex":[0.999545,0.000155245,0.00008975632,0.00006090274,0.0001199639,0.0000290516],"domain_scores_gemma":[0.9989395,0.0006713213,0.0002006265,0.00002539646,0.000130203,0.00003303476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006784344,0.0000452397,0.0003017221,0.07907033,0.0002208063,0.0001558521,0.00009556223,0.0001769559,0.0004023105,0.0009565199,0.03729943,0.8812074],"study_design_scores_gemma":[0.00005526503,0.0001712677,0.003242634,0.06154061,0.001038646,0.002162112,0.0002708196,0.00005978698,0.000339609,0.0008982136,0.9301927,0.00002830452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003165282,0.9994357,0.0000114891,0.00009017152,0.00008743809,0.000002567212,0.000004927653,0.000001142968,0.0003348882],"genre_scores_gemma":[0.0004018538,0.9991747,0.00003665312,0.0001464259,0.0000722318,0.000003562997,0.000005483764,4.336941e-7,0.0001586296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004518486,"threshold_uncertainty_score":0.0151158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06618558916187708,"score_gpt":0.4544621416406099,"score_spread":0.3882765524787328,"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."}}