{"id":"W2096025553","doi":"10.1200/jco.2009.23.1670","title":"Comparative Prognostic Value of HPV16 E6 mRNA Compared With In Situ Hybridization for Human Oropharyngeal Squamous Carcinoma","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":319,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"Canadian Institutes of Health Research; Ontario Institute for Cancer Research","keywords":"Medicine; In situ hybridization; Oncology; Messenger RNA; In situ; Internal medicine; Cancer research; Pathology; Gene; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006799353,0.0002251528,0.0001701936,0.0006959139,0.0001793555,0.0002974391,0.0001293634,0.0002782829,0.002459965],"category_scores_gemma":[0.001441553,0.0001241016,0.0001237914,0.0003299671,0.0003677659,0.0002774172,0.0001789969,0.0001759495,0.000484959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842335,"about_ca_system_score_gemma":0.0001066535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000218408,"about_ca_topic_score_gemma":0.0002393343,"domain_scores_codex":[0.9997156,0.00008308365,0.00002768099,0.0000632696,0.0000726016,0.00003771424],"domain_scores_gemma":[0.9993237,0.0002845033,0.0001671799,0.00004672074,0.000120587,0.00005733698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002849803,0.0001250462,0.5566713,0.0003090814,0.0001010556,0.0004546393,0.0002312743,0.0004007526,0.4081412,0.0001220036,0.0001863137,0.03040757],"study_design_scores_gemma":[0.00007073295,0.001978653,0.7713917,0.00007920733,0.0001889807,0.004932369,0.0005612774,0.002873494,0.2145751,0.0002565872,0.003065934,0.00002599929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961105,0.001779771,0.001204497,0.00004209719,0.00001739104,0.00001130891,0.00008719671,0.00002093599,0.0007263407],"genre_scores_gemma":[0.9981516,0.0005164461,0.0008925239,0.00001171144,0.00001285025,0.00001153173,0.00009982695,0.000004291315,0.0002991701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002459965,"threshold_uncertainty_score":0.008229434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1539893027342152,"score_gpt":0.4781248716377354,"score_spread":0.3241355689035202,"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."}}