{"id":"W2980760771","doi":"10.1016/j.oraloncology.2019.09.026","title":"Symptom burden among head and neck cancer patients in the first year after diagnosis: Association with primary treatment modality","year":2019,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Cancer Care Ontario; University of Toronto; Health Sciences Centre; University of Manitoba; University of Calgary; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Head and neck cancer; Head and neck; Treatment modality; Cancer; Association (psychology); Modality (human–computer interaction); Primary treatment; Internal medicine; Oncology; Surgery; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004381863,0.0001803376,0.0003140509,0.0005980224,0.0006045881,0.0006213374,0.0005221099,0.0003042751,0.001414114],"category_scores_gemma":[0.001891162,0.0001865672,0.0005766178,0.001381448,0.0003268145,0.0003264887,0.0006017043,0.0006327553,0.0001371455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258911,"about_ca_system_score_gemma":0.00243016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3698251,"about_ca_topic_score_gemma":0.4793587,"domain_scores_codex":[0.9995074,0.00005631936,0.00004110593,0.0001013688,0.0001479663,0.0001458381],"domain_scores_gemma":[0.9986111,0.00008497389,0.0008009183,0.00005418088,0.0002259947,0.0002228174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002065311,0.000006699572,0.9992818,0.000007490675,0.00001773422,0.00001396291,0.00003580147,0.00001538713,0.00003022034,0.000003644937,0.00009909512,0.0004674043],"study_design_scores_gemma":[0.000001200877,0.000008028806,0.9997461,0.000005389571,0.000005987542,0.00002718279,0.00008522167,0.0000477228,0.000006776057,0.000003128349,0.00006213948,0.000001199822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971535,0.0007035123,0.00003713556,0.0001568347,0.000008349165,0.00001569268,0.001518151,0.000003726521,0.0004030526],"genre_scores_gemma":[0.9988128,0.0002133598,0.0000316759,0.00002757819,0.000006645083,0.00000708309,0.0007836742,0.000001171089,0.0001159839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3698251,"threshold_uncertainty_score":0.7353449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299351193365117,"score_gpt":0.2937644590508047,"score_spread":0.2807709471171535,"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."}}