{"id":"W2851342260","doi":"10.1007/s11864-018-0554-9","title":"Head and Neck Cancer Survivorship Care: A Review of the Current Guidelines and Remaining Unmet Needs","year":2018,"lang":"en","type":"review","venue":"Current Treatment Options in Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Cancer Australia","keywords":"Medicine; Survivorship curve; Multidisciplinary approach; Quality of life (healthcare); Family medicine; Head and neck cancer; Cancer survivorship; Disease; Health care; Head and neck; Cancer; MEDLINE; Gerontology; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003759412,0.0004760585,0.002892376,0.0002769083,0.0001281861,0.000006853286,0.0001197267,0.0001651372,0.00002534698],"category_scores_gemma":[0.0002867646,0.0002703058,0.000333291,0.0006890066,0.0003561082,0.00002851316,0.0001832872,0.0003708094,0.000003692734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153315,"about_ca_system_score_gemma":0.001423566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001722744,"about_ca_topic_score_gemma":0.001282664,"domain_scores_codex":[0.9975153,0.0004019918,0.0011121,0.0004695146,0.0001810785,0.0003200212],"domain_scores_gemma":[0.9983904,0.0002941863,0.0004498211,0.000466289,0.0002836599,0.0001155976],"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":[0.00001142741,0.0002325001,0.001531448,0.0650971,0.0001665864,0.000002344029,0.0004195012,6.019417e-8,2.36918e-8,0.00009991517,0.002141439,0.9302977],"study_design_scores_gemma":[0.0008048132,0.0006678112,0.0002971598,0.2322773,0.002104728,0.00003749649,0.00005189261,0.000001359695,1.043203e-7,0.000008207745,0.7635977,0.0001513628],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005658704,0.993584,0.000001126529,0.001110186,0.002009489,0.002143469,0.0001532087,0.00001878236,0.0004138453],"genre_scores_gemma":[0.00002170437,0.9977384,0.0002194961,0.00007942774,0.0004640918,0.001271022,0.00009090556,0.00003057875,0.00008443085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9301463,"threshold_uncertainty_score":0.9999749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2986488952729773,"score_gpt":0.532532651582271,"score_spread":0.2338837563092938,"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."}}