{"id":"W2771051044","doi":"10.1016/j.semradonc.2017.08.008","title":"Head and Neck Cancer Survivorship: Learning the Needs, Meeting the Needs","year":2017,"lang":"en","type":"review","venue":"Seminars in Radiation Oncology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Sunnybrook Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Survivorship curve; Head and neck; Head and neck cancer; Cancer survivorship; Head (geology); Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.001753066,0.0004070097,0.001559033,0.0004471387,0.000654997,0.00004878391,0.0002703788,0.0005115331,0.00006574619],"category_scores_gemma":[0.001719362,0.000244022,0.000213252,0.000603321,0.0004566017,0.00006959355,0.0001983351,0.001693438,0.00002316549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118556,"about_ca_system_score_gemma":0.0008012923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217528,"about_ca_topic_score_gemma":0.001524654,"domain_scores_codex":[0.9973754,0.000890273,0.0006761979,0.0003330442,0.0002570379,0.0004680449],"domain_scores_gemma":[0.9960172,0.002435428,0.0009771353,0.0003817008,0.0001081532,0.00008043704],"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":[0.00004903104,0.00003516173,0.00733564,0.001295135,0.0003213657,0.00001883924,0.00295216,0.00001509493,2.02389e-7,0.00004281556,0.003144773,0.9847898],"study_design_scores_gemma":[0.000931118,0.0003830495,0.002061624,0.01309178,0.001279809,0.0001419231,0.001783761,0.00005235231,3.061564e-7,0.0000193358,0.9800329,0.0002220492],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001376158,0.9820759,0.000002028441,0.004776743,0.001256866,0.001749719,0.00001411459,0.00004328226,0.008705148],"genre_scores_gemma":[0.001771606,0.9920313,0.00001285014,0.0004412362,0.0009508424,0.0007274541,0.00005038276,0.00005994926,0.003954323],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9845677,"threshold_uncertainty_score":0.9950928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06916750937725212,"score_gpt":0.4256018112518548,"score_spread":0.3564343018746026,"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."}}