{"id":"W4389207814","doi":"10.1186/s13027-023-00560-5","title":"HPV18 L1 and long control region sequences variation and E6/E7 differential expression in nasopharyngeal and cervical cancers: a comparative study","year":2023,"lang":"en","type":"article","venue":"Infectious Agents and Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineers Without Borders Canada","funders":"Wellcome Trust","keywords":"Nasopharyngeal carcinoma; Cervical cancer; Pathology; Carcinogenesis; Gene; Medicine; Sanger sequencing; Cancer; Cervix; Biopsy; Biology; DNA sequencing; Internal medicine; Genetics; Radiation therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009711261,0.0001593323,0.0004127272,0.0001068346,0.0001827425,0.00004474516,0.00001735685,0.00006349078,0.00002526065],"category_scores_gemma":[0.00001194282,0.0001215938,0.00001565028,0.0001575005,0.0001017884,0.0001134417,0.00005510257,0.0001379521,5.802005e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009489113,"about_ca_system_score_gemma":0.00005424234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003455598,"about_ca_topic_score_gemma":0.003965646,"domain_scores_codex":[0.9990371,0.0000784385,0.0001868065,0.0003471485,0.0001532381,0.0001973063],"domain_scores_gemma":[0.9996552,0.00006639968,0.00006269207,0.00006288398,0.00004277081,0.0001100821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003745227,0.00008625587,0.9768493,0.0001253617,0.0001203602,0.00006514453,0.0122709,0.00001224973,0.0007505146,0.000007028319,0.0003822627,0.008956105],"study_design_scores_gemma":[0.005556298,0.0006536206,0.9903876,0.000236579,0.0001028873,0.00002103736,0.0009381055,0.001689304,0.00004509208,0.00004646523,0.0001961566,0.000126827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959154,0.002646208,0.00004233662,0.0003541008,0.0002068524,0.0006604088,0.00001348925,0.00004079297,0.000120377],"genre_scores_gemma":[0.9935873,0.005783534,0.000001921072,0.0001973064,0.0001611323,0.0001877962,0.000004186632,0.000009390189,0.00006741941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353833,"threshold_uncertainty_score":0.5223853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04283852472090188,"score_gpt":0.3450866748891125,"score_spread":0.3022481501682106,"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."}}