{"id":"W1570274451","doi":"10.1002/cncr.28585","title":"Facing head and neck cancer deaths head on: Lessons for survival","year":2014,"lang":"en","type":"letter","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Survivorship curve; Psychosocial; Head and neck cancer; Head and neck; Cancer; Cohort; Comorbidity; Population; Cohort study; Internal medicine; Oncology; Surgery; Environmental health; Psychiatry","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":[0.005857695,0.000580618,0.0009596614,0.0008572295,0.003227981,0.003419529,0.001712836,0.02016129,0.009367843],"category_scores_gemma":[0.03151453,0.0003853894,0.0008589468,0.0007909558,0.002707862,0.007853277,0.002807718,0.02234648,0.003570119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004137433,"about_ca_system_score_gemma":0.007062173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082786,"about_ca_topic_score_gemma":0.02097427,"domain_scores_codex":[0.9971348,0.001463636,0.0002969833,0.0002214562,0.0005451867,0.0003380306],"domain_scores_gemma":[0.9847532,0.007373533,0.0007445952,0.0004990472,0.002849527,0.003780087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006058686,0.0001204964,0.003540423,0.0002560165,0.00003274656,0.001699715,0.000599237,0.0001311353,0.0001442955,0.004809899,0.918691,0.06991435],"study_design_scores_gemma":[0.0003272138,0.0004833781,0.01160059,0.003392975,0.000134238,0.00840636,0.01056509,0.0005668419,0.0002207516,0.06323086,0.9008995,0.0001722455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005108021,0.003880761,0.00005807933,0.9896697,0.004891836,0.000004968193,0.00002039344,0.00001084869,0.000952515],"genre_scores_gemma":[0.01473189,0.01878942,0.000696491,0.9009854,0.060455,0.00006691838,0.00007703941,0.00001736925,0.004180453],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02016129,"threshold_uncertainty_score":0.03133857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192669005908052,"score_gpt":0.3992568278980173,"score_spread":0.2799899273072121,"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."}}