{"id":"W3016144784","doi":"10.1001/jamaoto.2019.4788","title":"Development of a Patient-Centered Functional Outcomes Questionnaire in Head and Neck Cancer","year":2020,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Misericordia Community Hospital; Western University","funders":"","keywords":"Medicine; Swallowing; Head and neck cancer; Larynx; Cancer; Head and neck squamous-cell carcinoma; Physical therapy; Surgery; Pediatrics; Internal medicine","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":[0.01283235,0.0002413149,0.0004262615,0.0008875943,0.0006289779,0.0008072689,0.0007249488,0.0004047314,0.000994811],"category_scores_gemma":[0.01579248,0.0002066239,0.0007435349,0.0008482869,0.0006440228,0.000906735,0.001398728,0.0007931934,0.0001154417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752156,"about_ca_system_score_gemma":0.003214134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445665,"about_ca_topic_score_gemma":0.01023944,"domain_scores_codex":[0.9955789,0.002753025,0.0004549669,0.0001701498,0.0007480647,0.000294884],"domain_scores_gemma":[0.9930236,0.002886358,0.001590309,0.0001910357,0.001777917,0.0005307807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005388842,0.001267407,0.7815416,0.001557889,0.0002393591,0.0002783643,0.05540474,0.001003125,0.00209965,0.0008300584,0.004672631,0.1505663],"study_design_scores_gemma":[0.0001811619,0.002005378,0.9476448,0.0006003495,0.00009181716,0.0002655543,0.03709008,0.001883904,0.000934401,0.0004799057,0.008717014,0.0001054414],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918921,0.0002618841,0.002043586,0.0005884356,0.00004028881,0.002495693,0.0009559983,0.00001639481,0.001705707],"genre_scores_gemma":[0.9827141,0.0002591345,0.01139129,0.0002484983,0.00001215099,0.004324884,0.000665484,0.000005123844,0.0003791685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01283235,"threshold_uncertainty_score":0.06786484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04239618222406868,"score_gpt":0.2895756346956933,"score_spread":0.2471794524716246,"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."}}