{"id":"W4394983840","doi":"10.1002/ohn.784","title":"Loss of Independence in Older Adults With Operable Oral Cavity Cancer: A Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Retrospective cohort study; Odds ratio; Confidence interval; Comorbidity; Perioperative; Confounding; Activities of daily living; Logistic regression; Cohort study; Cohort; Surgery; Internal medicine; Physical therapy","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":[0.0002990086,0.0001484441,0.0006744222,0.0001334789,0.00003497995,0.000006033762,0.00007838594,0.00009721825,0.0002002155],"category_scores_gemma":[0.00003786097,0.000107904,0.00003463303,0.0004512492,0.0001395635,0.00008073972,0.00006128421,0.0004159058,0.000008942769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222067,"about_ca_system_score_gemma":0.0003054165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01266533,"about_ca_topic_score_gemma":0.02063569,"domain_scores_codex":[0.998725,0.00006985472,0.0002257984,0.0004510724,0.0002565881,0.0002716714],"domain_scores_gemma":[0.9995018,0.00003882296,0.00003411696,0.0002268438,0.0001389368,0.00005948171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005837592,0.0003936288,0.9923373,0.0002072828,0.000206469,0.001323149,0.004022129,0.000002501281,0.00009072985,0.00007340668,0.0002195544,0.0005400994],"study_design_scores_gemma":[0.002251748,0.00152801,0.9941177,0.000636212,0.00009489088,0.0001201022,0.0005790031,0.0001148185,0.0003032516,0.00001124603,0.000134151,0.0001089029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938555,0.002058783,0.000008482025,0.0004142471,0.0001929189,0.001261999,0.00001630886,0.00004409275,0.002147669],"genre_scores_gemma":[0.9986825,0.0002670112,0.00004967286,0.000116795,0.00004674539,0.0003446091,0.000003371907,0.00001911113,0.0004701567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007970362,"threshold_uncertainty_score":0.9972352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009693643232870136,"score_gpt":0.2976541424971093,"score_spread":0.2879604992642391,"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."}}