{"id":"W1502426806","doi":"10.1002/hed.23947","title":"Comorbidity and performance status as independent prognostic factors in patients with head and neck squamous cell carcinoma","year":2014,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Canadian Cancer Society Research Institute","keywords":"Comorbidity; Medicine; Internal medicine; Head and neck squamous-cell carcinoma; Oncology; Head and neck cancer; Multivariate analysis; Head and neck; Basal cell; Overall survival; Cancer; Performance status; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007616999,0.0002050026,0.0003031751,0.0006041963,0.0003954847,0.0005236798,0.0002327707,0.0003314995,0.001379093],"category_scores_gemma":[0.003979324,0.0001421716,0.0003882406,0.0009447371,0.0002757706,0.0003661714,0.0005254255,0.0004274291,0.0001324788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004073744,"about_ca_system_score_gemma":0.0006224728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003214902,"about_ca_topic_score_gemma":0.006442194,"domain_scores_codex":[0.999542,0.000145797,0.00005654838,0.00004400411,0.0001193919,0.00009228254],"domain_scores_gemma":[0.9977084,0.0006774899,0.0008703846,0.00008159553,0.0001760063,0.0004859982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001097801,0.000006604939,0.9992436,0.00000428955,0.00002109845,0.00002392204,0.000009518508,0.00002017947,0.00003231572,0.000004297628,0.00002423969,0.0005002382],"study_design_scores_gemma":[0.000007902531,0.00007217917,0.9993802,0.000004844196,0.00003456292,0.0001640296,0.00005149551,0.0001609318,0.00002364941,0.00002007048,0.00007796656,0.000002231317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987838,0.0007850266,0.00002835549,0.00005997238,0.000008510323,0.000003826732,0.0001169322,9.915468e-7,0.0002127431],"genre_scores_gemma":[0.9996576,0.0001199838,0.0000296599,0.00001403869,0.00001237262,0.000002568428,0.0001310126,4.864601e-7,0.00003228486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003214902,"threshold_uncertainty_score":0.00639236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578104295103621,"score_gpt":0.2501787371543885,"score_spread":0.2343976942033523,"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."}}