{"id":"W2959236206","doi":"10.1177/0022034519853771","title":"HPV Status Improves Classification of Head and Neck Gray Zone Cancers","year":2019,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto; University Health Network","funders":"Fundamental Research Funds for the Central Universities","keywords":"Medicine; Head and neck cancer; Internal medicine; Oncology; Proportional hazards model; Head and neck squamous-cell carcinoma; Hazard ratio; Basal cell; Cancer; Pathology; Confidence interval","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":[0.002233258,0.0003028989,0.0003326918,0.001356642,0.0004111904,0.001239707,0.000536883,0.0004488078,0.002862814],"category_scores_gemma":[0.008396425,0.0001532761,0.0007074029,0.0006841094,0.0003681812,0.0007617562,0.001491714,0.0004259043,0.0008793217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365179,"about_ca_system_score_gemma":0.0004351703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007235312,"about_ca_topic_score_gemma":0.0124843,"domain_scores_codex":[0.998446,0.000506208,0.0002113454,0.0003245666,0.0002791444,0.0002327228],"domain_scores_gemma":[0.9965882,0.0008719969,0.001217803,0.0005488008,0.0005171417,0.00025601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001959076,0.000009774074,0.9902772,0.0000210083,0.00003171938,0.00003609422,0.0001341063,0.0001602511,0.0002796529,0.00007355044,0.0003466488,0.008434221],"study_design_scores_gemma":[0.000009052895,0.00008254968,0.9962466,0.00003843569,0.00004208564,0.0001679585,0.000307689,0.001213489,0.0002659519,0.0002631166,0.001354285,0.000008729646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934638,0.001029137,0.0009432402,0.0001981595,0.0000747163,0.00004074364,0.0006612189,0.00003215697,0.003556713],"genre_scores_gemma":[0.9985332,0.0001443983,0.000403204,0.00003790503,0.0000191107,0.000006525725,0.0004770293,0.000007755842,0.0003708207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007235312,"threshold_uncertainty_score":0.01438642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08014279644432187,"score_gpt":0.431584623022379,"score_spread":0.3514418265780571,"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."}}