{"id":"W1989857574","doi":"10.1016/j.ijrobp.2014.05.1720","title":"Head and Neck Squamous Cell Carcinoma of Unknown Primary: Is There a Better Treatment?","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Neck dissection; Radiation therapy; Head and neck squamous-cell carcinoma; Surgery; Primary tumor; Proportional hazards model; Biopsy; Chemotherapy; Carcinoma; Head and neck cancer; Oncology; Internal medicine; Radiology; Cancer; Metastasis","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":[0.004985064,0.0004373288,0.003535127,0.001277928,0.001285648,0.003198793,0.001288998,0.003973119,0.02622848],"category_scores_gemma":[0.0106148,0.0003464902,0.002360457,0.002177983,0.002093124,0.008155153,0.001059222,0.003621121,0.001495023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416902,"about_ca_system_score_gemma":0.005909945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005675018,"about_ca_topic_score_gemma":0.01216844,"domain_scores_codex":[0.9979995,0.0007134342,0.0003420502,0.0002233263,0.0004656643,0.000256084],"domain_scores_gemma":[0.9946026,0.002804511,0.000768961,0.0003051624,0.0009327565,0.0005858964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006084797,0.002595526,0.1051912,0.01041419,0.002268957,0.001920394,0.0007808665,0.001072587,0.003093851,0.01073672,0.05909345,0.7967475],"study_design_scores_gemma":[0.003191381,0.007379344,0.5071638,0.01803788,0.009713853,0.009783172,0.01960586,0.001418199,0.001858019,0.04401045,0.3772279,0.0006100902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09146896,0.5068863,0.0006278145,0.3715221,0.009708298,0.0000982991,0.001298919,0.00005649964,0.01833278],"genre_scores_gemma":[0.4857088,0.3515314,0.003125232,0.1175669,0.03186375,0.000170843,0.0021368,0.00008759915,0.007808637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02622848,"threshold_uncertainty_score":0.08774304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926345970266315,"score_gpt":0.3158824086840862,"score_spread":0.2966189489814231,"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."}}