{"id":"W4386784887","doi":"10.1158/1557-3265.aacrahns23-po-028","title":"Abstract PO-028: Clinical and genomic correlates of intratumoral HPV for oropharyngeal and cervical cancers","year":2023,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oncology; Internal medicine; Cervical cancer; Immunohistochemistry; Adenocarcinoma; Papillomaviridae; HPV infection; Cancer; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004377676,0.0002159062,0.000199299,0.0007810791,0.0002617485,0.0006337503,0.0003019552,0.0003074495,0.006142681],"category_scores_gemma":[0.001695753,0.00009606283,0.0002163835,0.000932808,0.0002474595,0.0003936071,0.0004041406,0.000387237,0.0009008925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002717761,"about_ca_system_score_gemma":0.0002831714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006650663,"about_ca_topic_score_gemma":0.0006261978,"domain_scores_codex":[0.9997413,0.00004785387,0.00003148063,0.00007082082,0.00006481363,0.00004380944],"domain_scores_gemma":[0.9990947,0.0001986084,0.0003099146,0.0000563135,0.0001742397,0.0001661711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004942401,0.00002425713,0.9911595,0.00005143352,0.00005459547,0.0001514907,0.00002937516,0.00005772335,0.002115367,0.00003154026,0.0002988584,0.005531605],"study_design_scores_gemma":[0.00001017017,0.0001352582,0.9964618,0.00001027409,0.000064241,0.0009552024,0.0001014855,0.0002887163,0.0009590416,0.00008633597,0.0009240714,0.000003527434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953415,0.001057355,0.00037401,0.00009912226,0.00001765717,0.0000209499,0.001357537,0.0000238677,0.001707989],"genre_scores_gemma":[0.9985246,0.00009212252,0.0001642363,0.00001368577,0.00001260372,0.00001467459,0.0008462592,0.000006929183,0.0003249688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006142681,"threshold_uncertainty_score":0.0205493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3070630659856374,"score_gpt":0.5526484824295512,"score_spread":0.2455854164439138,"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."}}