{"id":"W2117009693","doi":"10.1002/hed.23172","title":"Neck metastases in oropharyngeal cancer: Necessity and extent of bilateral treatment","year":2012,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Head and neck cancer; Head and neck squamous-cell carcinoma; Neck dissection; Head and neck; Logistic regression; Basal cell; Cancer; Surgery; Radiology; Internal medicine","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":[0.000759431,0.0001086768,0.0002166109,0.0003656719,0.0002241604,0.0003445042,0.0001863531,0.0002598513,0.002468561],"category_scores_gemma":[0.003666545,0.00008996019,0.0001673542,0.0003306611,0.0003273333,0.0004165427,0.0004160189,0.0002976175,0.0001385498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004484,"about_ca_system_score_gemma":0.0006192904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818859,"about_ca_topic_score_gemma":0.006490511,"domain_scores_codex":[0.9996293,0.0001023639,0.00003663218,0.00004352034,0.0001295876,0.00005869207],"domain_scores_gemma":[0.998426,0.0005610278,0.0006899105,0.00006327355,0.0001043835,0.0001553817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002110942,0.00002000999,0.9850301,0.000037662,0.00001583458,0.0002834962,0.00003418343,0.0001305429,0.0005534794,0.00004896383,0.0000990708,0.01353558],"study_design_scores_gemma":[0.0000108735,0.0001903615,0.9938818,0.00004103701,0.00004016039,0.003960048,0.0002617136,0.0004603837,0.000426084,0.0001256741,0.0005965872,0.000005255117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964738,0.001742573,0.0001583436,0.0001200824,0.000005542554,0.000008068238,0.00007559438,0.000002672241,0.001413187],"genre_scores_gemma":[0.9995725,0.0002539541,0.00005254146,0.00001161755,0.000009350609,0.00000188616,0.00003974959,9.601275e-7,0.00005737783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002818859,"threshold_uncertainty_score":0.008258164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0461593350665851,"score_gpt":0.3500410955937217,"score_spread":0.3038817605271366,"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."}}