{"id":"W2041296185","doi":"10.1001/archotol.128.1.44","title":"Development and Validation of the Neck Dissection Impairment Index","year":2002,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Neck dissection; Cronbach's alpha; Medicine; Quality of life (healthcare); Physical therapy; Convalescence; Surgery; Cancer; Psychometrics; Internal medicine; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001379529,0.00008407358,0.0002485773,0.0001203196,0.00007960921,0.000002319209,0.00002513272,0.00005278936,0.00002216478],"category_scores_gemma":[0.00007750247,0.00005693833,0.00006992041,0.00008745859,0.0002301433,0.00005656312,0.00003660265,0.00009183581,7.504379e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000571207,"about_ca_system_score_gemma":0.00002502481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001316086,"about_ca_topic_score_gemma":0.000005864586,"domain_scores_codex":[0.9992517,0.00008318258,0.0003172397,0.0001474667,0.00008827879,0.0001121187],"domain_scores_gemma":[0.999309,0.000377458,0.0001195664,0.000126451,0.00001835711,0.00004918881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001898771,0.0002258403,0.9710604,0.0003377734,0.00004351892,0.000002624215,0.001794858,0.000001541092,0.01441202,0.0001067324,0.00004148238,0.01178332],"study_design_scores_gemma":[0.0003968761,0.0001821524,0.973262,0.0002475405,0.00002154157,0.00006828111,0.00005743858,0.0001537839,0.02498833,0.0001927486,0.0003761191,0.00005316317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983686,0.000305123,0.00002226311,0.0005829416,0.0001029286,0.0002275003,0.000001632979,0.000009740103,0.0003793028],"genre_scores_gemma":[0.9990895,0.0001406841,0.0005528192,0.00005445992,0.00002222791,0.00001277851,0.000007888834,0.000005982757,0.0001136026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173016,"threshold_uncertainty_score":0.2321878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828817009656659,"score_gpt":0.2546518186061554,"score_spread":0.2363636485095889,"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."}}