{"id":"W2989782909","doi":"10.1002/hed.26022","title":"Pathologic response to neoadjuvant chemotherapy in HPV‐associated oropharynx cancer","year":2019,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"American Head and Neck Society","keywords":"Medicine; Docetaxel; Chemotherapy; Induction chemotherapy; Oncology; Neoadjuvant therapy; Internal medicine; Receiver operating characteristic; Radiology; Cancer; Cisplatin; Pathological","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":[0.001088933,0.000125811,0.0002695264,0.0002225984,0.0001528081,0.0003001381,0.0001858571,0.0001897094,0.0006967726],"category_scores_gemma":[0.003022824,0.00008313129,0.0001846217,0.000235533,0.0002662016,0.0001834449,0.0002096297,0.0002964312,0.0001193955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003425572,"about_ca_system_score_gemma":0.0002979593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005257023,"about_ca_topic_score_gemma":0.000747868,"domain_scores_codex":[0.9995598,0.0002029876,0.00005024136,0.00005870283,0.00008068029,0.00004746905],"domain_scores_gemma":[0.9979037,0.0007648955,0.0009515771,0.0001025207,0.0001225265,0.0001547563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001726918,0.00008752836,0.9908867,0.00002786173,0.00003494215,0.00004588378,0.00002825864,0.0001261815,0.001572648,0.00001124814,0.00004682929,0.005405099],"study_design_scores_gemma":[0.0000499761,0.002106553,0.9941477,0.00001607783,0.0000920481,0.0006199246,0.00009556848,0.000499278,0.001864157,0.00004957021,0.0004546474,0.000004685228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990968,0.0005171841,0.0000892817,0.00002581153,0.000004201406,0.00001058318,0.00005828601,0.00000163686,0.0001962206],"genre_scores_gemma":[0.9996538,0.000119677,0.00008396552,0.00001397202,0.000007420712,0.000009754249,0.00008122453,7.842593e-7,0.00002939013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001088933,"threshold_uncertainty_score":0.005758882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427140000980547,"score_gpt":0.3357988895075716,"score_spread":0.3115274894977661,"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."}}