{"id":"W3013533566","doi":"10.1002/hed.26147","title":"Neoadjuvant chemotherapy followed by surgery for <scp>HPV</scp>‐associated locoregionally advanced oropharynx cancer","year":2020,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Internal medicine; Chemotherapy; Cohort; Oncology; Stage (stratigraphy); Prospective cohort study; Cancer; Surgery","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":[0.0005387715,0.0001307253,0.0003168055,0.0001170085,0.0001864457,0.0002131264,0.0001382982,0.0001342795,0.001207098],"category_scores_gemma":[0.0007038115,0.00006420127,0.0002649975,0.000158214,0.0002594613,0.0001504542,0.0001373988,0.0002638809,0.0001072421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003836127,"about_ca_system_score_gemma":0.000950131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009616993,"about_ca_topic_score_gemma":0.003424407,"domain_scores_codex":[0.9997489,0.0001195126,0.00002835986,0.000036238,0.00003714055,0.00002986727],"domain_scores_gemma":[0.9994734,0.0001258539,0.0001842904,0.00003557562,0.00002923941,0.0001516993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1639145,0.007523466,0.6271838,0.0008141643,0.001133652,0.0004192598,0.0002227547,0.001944961,0.03648581,0.0003113156,0.001217151,0.1588292],"study_design_scores_gemma":[0.01048503,0.2878492,0.6761257,0.0002324632,0.0009974242,0.00211987,0.0003605728,0.001727998,0.01373649,0.0002176869,0.006122283,0.00002525273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985072,0.0008307582,0.00005908837,0.00005584273,0.00001757666,0.00005735847,0.00004038567,0.00000244242,0.0004292412],"genre_scores_gemma":[0.999065,0.0005006448,0.000142779,0.00004400077,0.00001878372,0.00003248977,0.00009666428,7.239365e-7,0.00009902025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001207098,"threshold_uncertainty_score":0.004038095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03725700066115292,"score_gpt":0.3107819579053657,"score_spread":0.2735249572442128,"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."}}