{"id":"W2795509715","doi":"10.1177/0194599818766035","title":"Impact of HPV Status on the Prognostic Potential of the AJCC Staging System for Larynx Cancer","year":2018,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Dental and Craniofacial Research; National Cancer Institute; National Institutes of Health","keywords":"Medicine; Oncology; Internal medicine; Cancer; Stage (stratigraphy); AJCC staging system; Multivariate analysis; Cohort; Larynx; Human papillomavirus; Retrospective cohort study; Surgery; Staging system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006459889,0.0002811406,0.0002655939,0.0004580111,0.0002084009,0.0006435958,0.0002503354,0.0002473314,0.0009036043],"category_scores_gemma":[0.0220427,0.0001051633,0.0003820802,0.0004755455,0.000409179,0.0005211016,0.0003255038,0.0002786309,0.0001164511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949804,"about_ca_system_score_gemma":0.0005060937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093379,"about_ca_topic_score_gemma":0.004271922,"domain_scores_codex":[0.9969487,0.002174913,0.0001785981,0.0001731595,0.0003331269,0.0001914848],"domain_scores_gemma":[0.9898858,0.006726396,0.001698449,0.0004139257,0.0006761628,0.0005993167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008795812,0.00002001358,0.9893041,0.00001660232,0.00007343487,0.00001942604,0.00001604414,0.0002761038,0.0001801812,0.0000288767,0.0001215782,0.00906402],"study_design_scores_gemma":[0.00004416651,0.001069592,0.9951162,0.00002621133,0.0001921586,0.0001525228,0.00005865152,0.002587841,0.0002478967,0.0001034793,0.0003926257,0.000008668682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960985,0.001978779,0.0004525039,0.0002129802,0.00004344565,0.00002632332,0.0002832329,0.000006928384,0.0008972464],"genre_scores_gemma":[0.9995809,0.00009513528,0.0001243069,0.00001586084,0.00002118615,0.000005157311,0.0001084606,0.000001132167,0.0000478718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006459889,"threshold_uncertainty_score":0.03416359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186168794849911,"score_gpt":0.3226815626854176,"score_spread":0.3008198747369185,"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."}}