{"id":"W4220676397","doi":"10.1177/01945998221086852","title":"Evaluation of Agreement Among Frailty Assessment Tools in Head and Neck Surgery","year":2022,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prospective cohort study; Frailty Index; Grip strength; Physical therapy; Head and neck; Body mass index; Observational study; Cohort study; Cohort; Surgery; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0193219,0.0004000846,0.0006071667,0.001544822,0.000386854,0.000806129,0.0006631608,0.0005175383,0.0007483478],"category_scores_gemma":[0.04668831,0.0002585442,0.0006285806,0.0008035846,0.0005840367,0.0008905508,0.001508083,0.0004471093,0.0002351831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004708686,"about_ca_system_score_gemma":0.000464127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00175144,"about_ca_topic_score_gemma":0.002683689,"domain_scores_codex":[0.9903071,0.004563695,0.001370967,0.0009323799,0.002320998,0.0005048487],"domain_scores_gemma":[0.9707341,0.01760794,0.006039438,0.001203503,0.003705559,0.0007094473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001922873,0.00003175927,0.9952248,0.00001940967,0.00008045981,0.00002250226,0.0004152305,0.0001205734,0.0001440614,0.000009317516,0.00008160406,0.003657971],"study_design_scores_gemma":[0.00001927984,0.0004149924,0.996142,0.00002730613,0.00003207727,0.0001809253,0.0005123153,0.002006064,0.0004215792,0.00005355241,0.0001783455,0.00001154062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988894,0.0001826477,0.0004852158,0.00002399292,0.00001174901,0.00002996956,0.00008788607,0.000007835771,0.0002812775],"genre_scores_gemma":[0.9993753,0.00003209548,0.0003804342,0.000009207995,0.000006459065,0.00002547411,0.0001233408,0.000001767622,0.00004603019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0193219,"threshold_uncertainty_score":0.1021852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08171405023267604,"score_gpt":0.3553120562303084,"score_spread":0.2735980059976323,"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."}}