{"id":"W3029336272","doi":"10.1200/jco.2020.38.15_suppl.e24088","title":"Determining the unmet survivorship needs in patients with head and neck cancer: A prospective, longitudinal study.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Survivorship curve; Head and neck cancer; Cancer; Quality of life (healthcare); Prospective cohort study; Clinical endpoint; Head and neck; Internal medicine; Radiation therapy; Physical therapy; Surgery; Clinical trial","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":[0.001024665,0.0001820631,0.0002653573,0.0004123388,0.000596337,0.0005323589,0.0002546872,0.0004094579,0.00142596],"category_scores_gemma":[0.001678164,0.0003207423,0.0004575699,0.0007244518,0.0001619369,0.0006735531,0.0004513025,0.000892992,0.0003421833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003000108,"about_ca_system_score_gemma":0.0005346396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007026063,"about_ca_topic_score_gemma":0.01409668,"domain_scores_codex":[0.9996446,0.0001071606,0.00003934605,0.00005914597,0.00006912241,0.00008066014],"domain_scores_gemma":[0.9989654,0.0001511498,0.0004643177,0.00006387958,0.000139599,0.0002156555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005894695,0.0000655035,0.9992725,0.000004412172,0.00001639072,0.00001861168,0.00006224441,0.000008847723,0.00003768459,0.000003984203,0.00007691681,0.0003737642],"study_design_scores_gemma":[0.00001103743,0.0002496964,0.9989052,0.000007664646,0.00001859872,0.0001106691,0.0003672683,0.0000913411,0.00002122743,0.000009349055,0.0002048092,0.000003181147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988594,0.0001180255,0.00003298119,0.00004743475,0.000003883435,0.0000151718,0.0007238473,0.000001304541,0.00019787],"genre_scores_gemma":[0.9983463,0.00009812713,0.0001099637,0.00006839007,0.000006346458,0.00004192571,0.001039145,9.80463e-7,0.0002887973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007026063,"threshold_uncertainty_score":0.01397038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732586652832086,"score_gpt":0.4625172944265859,"score_spread":0.2892586291433773,"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."}}