{"id":"W2304684523","doi":"10.1002/hed.24441","title":"Impact of p16 expression, nodal status, and smoking on oncologic outcomes of patients with head and neck unknown primary squamous cell carcinoma","year":2016,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hazard ratio; Oncology; Internal medicine; Head and neck cancer; Head and neck squamous-cell carcinoma; Context (archaeology); Confidence interval; Head and neck; Basal cell; NODAL; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007886941,0.000246528,0.0007918483,0.0001026003,0.00007007087,0.000004729254,0.00004826102,0.00009021333,0.00003882139],"category_scores_gemma":[0.00007198161,0.0001223527,0.00007453813,0.00009769999,0.0001807168,0.00008288115,0.00008214119,0.000118921,0.000001308998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570098,"about_ca_system_score_gemma":0.0001820448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002925536,"about_ca_topic_score_gemma":0.00005433937,"domain_scores_codex":[0.9985913,0.00004447937,0.0003486802,0.0003227589,0.0003198656,0.0003729285],"domain_scores_gemma":[0.9989547,0.00023471,0.000183872,0.0002744779,0.000146792,0.0002055123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001616863,0.0005479447,0.9880911,0.0002984869,0.00003644484,0.00001112533,0.0005617184,4.759096e-7,0.003010538,0.000005784649,0.0005975408,0.005221943],"study_design_scores_gemma":[0.01000956,0.008518336,0.977873,0.0005015852,0.00006540734,0.000002649999,0.00004017715,0.000001077373,0.002353855,0.00001020727,0.0004757079,0.0001484402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966595,0.0009026771,0.000002270275,0.0001702094,0.00006025273,0.0004192883,0.00007406796,0.00002198827,0.001689782],"genre_scores_gemma":[0.9992209,0.0001328312,0.0002061443,0.0001722034,0.00003116025,0.0000132158,0.000009366949,0.00002519831,0.0001889428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021814,"threshold_uncertainty_score":0.49894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737659296677168,"score_gpt":0.289240604996407,"score_spread":0.2718640120296353,"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."}}