{"id":"W2807507677","doi":"10.1016/j.oraloncology.2018.05.023","title":"Prevalence, prognosis, and treatment implications of retropharyngeal nodes in unknown primary head and neck carcinoma","year":2018,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Radiological weapon; Primary tumor; Head and neck; Head and neck cancer; Medical record; Radiology; Surgery; Internal medicine; Metastasis; Cancer","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":[0.0007651158,0.0001458626,0.0001965148,0.0008265806,0.0004750492,0.0006085079,0.000408118,0.0003124356,0.001936779],"category_scores_gemma":[0.003716602,0.0002327383,0.0003282058,0.0009099958,0.0005681929,0.0008173581,0.0005722517,0.0003752382,0.0001816937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004988411,"about_ca_system_score_gemma":0.000417846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120587,"about_ca_topic_score_gemma":0.01366877,"domain_scores_codex":[0.9994487,0.0002003715,0.00005560679,0.00007497454,0.00008282132,0.00013746],"domain_scores_gemma":[0.9992545,0.0002677279,0.000222982,0.00005900129,0.00009225784,0.0001034816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005951997,0.00001807021,0.9978356,0.00001955658,0.00001489608,0.0001074474,0.0001928401,0.00001825205,0.0001529635,0.00002922458,0.00004120933,0.001510462],"study_design_scores_gemma":[0.000002248249,0.00004783048,0.9976863,0.000014271,0.00002964658,0.0004779503,0.001370084,0.00004138136,0.00005008329,0.00003424758,0.0002434561,0.000002529953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966749,0.001883169,0.0000318791,0.00008213777,0.000007949302,0.000004435733,0.0001549775,0.000001009894,0.001159513],"genre_scores_gemma":[0.999321,0.0004791242,0.00001093799,0.0000131294,0.000009259705,0.000001652743,0.00005670564,6.174723e-7,0.0001076143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01120587,"threshold_uncertainty_score":0.02228123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505915454108953,"score_gpt":0.3540512456362708,"score_spread":0.3089920910951813,"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."}}