{"id":"W2740294919","doi":"10.1158/1538-7445.am2017-5306","title":"Abstract 5306: p16INH4a status helps predict clinical outcome of dysplasia in the oral cavity irrespective of HPV status","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Dysplasia; Staining; Clinical significance; Pathology; Medicine; Cancer; HPV infection; Immunohistochemistry; Cervix; Cervical cancer; Internal medicine","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":[0.0003283187,0.0002732536,0.0001703345,0.0003272048,0.0002510755,0.0003284437,0.0002252271,0.0003110817,0.005498536],"category_scores_gemma":[0.001019668,0.0001151174,0.000106904,0.0002332931,0.0002040813,0.0001522232,0.0001858479,0.0002731885,0.0009228706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945314,"about_ca_system_score_gemma":0.0003787577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241261,"about_ca_topic_score_gemma":0.01601169,"domain_scores_codex":[0.9999123,0.00001852066,0.000006324323,0.00002075052,0.0000231007,0.00001906174],"domain_scores_gemma":[0.9995109,0.0001145609,0.0001043618,0.00002350562,0.0001121566,0.000134605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004616207,0.00002976053,0.9932874,0.00001217681,0.00001745422,0.00006168096,0.00002681506,0.00003683939,0.001742634,0.00000469851,0.0004384384,0.003880565],"study_design_scores_gemma":[0.00001459962,0.0000932352,0.9987714,0.000007067117,0.00001999587,0.0002572238,0.00004973654,0.0002430772,0.0002749125,0.000009181787,0.0002580675,0.000001499489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985574,0.0002132245,0.00008082299,0.00006569196,0.000007891786,0.000007415874,0.0002890675,0.000008235615,0.0007702716],"genre_scores_gemma":[0.9983976,0.00004886019,0.00009334282,0.00001181064,0.000008950169,0.000005095103,0.0004499656,0.000002743286,0.0009815113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01241261,"threshold_uncertainty_score":0.02468073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2021009680934583,"score_gpt":0.5216998138311494,"score_spread":0.319598845737691,"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."}}