{"id":"W2326961607","doi":"10.1158/1538-7445.am2012-lb-445","title":"Abstract LB-445: Human papillomavirus (HPV) status is a long-term survival indicator for patients with oropharyngeal cancers in British Columbia","year":2012,"lang":"en","type":"article","venue":"Cancer Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; CISH; Chromogenic in situ hybridization; Internal medicine; Oncology; Incidence (geometry); Human papillomavirus; Disease; Stage (stratigraphy); In situ hybridization","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001788889,0.0001603708,0.0002347047,0.0009434368,0.0007424898,0.0005260367,0.000462076,0.000299449,0.004035499],"category_scores_gemma":[0.0009617592,0.0001354834,0.0001756906,0.001296488,0.0002117888,0.0001622736,0.000355581,0.0003933168,0.0004027107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002764817,"about_ca_system_score_gemma":0.002054459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6132463,"about_ca_topic_score_gemma":0.6993364,"domain_scores_codex":[0.9998001,0.00002046422,0.0000213185,0.00003539638,0.00006808595,0.00005465468],"domain_scores_gemma":[0.999215,0.00007673516,0.0001699038,0.00002731826,0.0003274197,0.0001835662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003792182,0.00001114676,0.9981843,0.000009959072,0.000009825141,0.00003826133,0.00002112204,0.00002538563,0.0001091531,0.000003178833,0.0004782694,0.001071453],"study_design_scores_gemma":[0.000002817254,0.00001120183,0.9994807,0.000007718279,0.000009482778,0.00007795744,0.000083926,0.00007774451,0.00003756826,0.000003616002,0.0002056775,0.000001670525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945298,0.0003012907,0.00004283174,0.00008769689,0.000006107712,0.00001881893,0.003179594,0.000009049601,0.001824838],"genre_scores_gemma":[0.9973604,0.0001027739,0.00005210662,0.00003361755,0.000003277152,0.00001145854,0.00175657,0.000002215553,0.0006775869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3867537,"threshold_uncertainty_score":0.7780628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07339184029220533,"score_gpt":0.4086902951710332,"score_spread":0.3352984548788279,"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."}}