{"id":"W3204639313","doi":"10.1002/cncr.33936","title":"Longitudinal health utility and symptom‐toxicity trajectories in patients with head and neck cancers","year":2021,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto; University Health Network","funders":"Fundamental Research Funds for the Central Universities; Chengdu Science and Technology Bureau; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Medicine; Head and neck cancer; Radiation therapy; Internal medicine; Chemoradiotherapy; Cancer; Oncology; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001479804,0.0001628803,0.0002866999,0.0005042788,0.000468818,0.0006402889,0.000322195,0.0003069224,0.0007876182],"category_scores_gemma":[0.004240717,0.0001740499,0.0006092858,0.001360968,0.0002121433,0.0005697485,0.0006947393,0.000771831,0.0001578977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007458452,"about_ca_system_score_gemma":0.0009766546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611999,"about_ca_topic_score_gemma":0.01839011,"domain_scores_codex":[0.9994691,0.0001513372,0.00005906046,0.0001011517,0.0000956041,0.0001237203],"domain_scores_gemma":[0.9977506,0.0004270251,0.00101202,0.0001668137,0.0003267057,0.0003168115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003517464,0.00001507539,0.9991048,0.000002561462,0.00001919446,0.000006996362,0.00004753693,0.000069364,0.00002223284,0.000007795283,0.00004027069,0.0006289777],"study_design_scores_gemma":[0.000002717818,0.00005371402,0.9992195,0.000004027741,0.00001557374,0.00003699919,0.0001463245,0.0003326005,0.00002387593,0.00002383639,0.0001375328,0.000003309473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990126,0.0001344167,0.0001252763,0.00005995741,0.000003273162,0.000008202317,0.0005064426,0.000002431751,0.0001476117],"genre_scores_gemma":[0.9989644,0.00005768712,0.00008347104,0.00002270984,0.000003687079,0.00001195366,0.0007880497,0.000001327759,0.00006674099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611999,"threshold_uncertainty_score":0.03205234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02844061914967815,"score_gpt":0.318035162934191,"score_spread":0.2895945437845129,"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."}}