{"id":"W3029357004","doi":"10.1016/j.oraloncology.2020.104815","title":"Stage pN3a in oral cancer: A redundant entity?","year":2020,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Cancer; Referral; Lung cancer; Nose; Head and neck cancer; Throat; General surgery; Family medicine; Pediatrics; Surgery; 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":[0.001310717,0.0005029397,0.0009286635,0.0004189448,0.0002111652,0.001489566,0.000544847,0.000583514,0.003052749],"category_scores_gemma":[0.001330948,0.0001579812,0.0006057038,0.000616536,0.000483808,0.0008525862,0.0004511536,0.001355251,0.000950356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008566517,"about_ca_system_score_gemma":0.001359776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128284,"about_ca_topic_score_gemma":0.002571427,"domain_scores_codex":[0.9996673,0.00008008457,0.00003599972,0.00004176459,0.0001026785,0.00007212799],"domain_scores_gemma":[0.9995244,0.0001330247,0.0001239792,0.00004908627,0.00009453166,0.00007500439],"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":[0.005805657,0.0003981863,0.05194541,0.001250711,0.000517964,0.003199671,0.0001879303,0.0007245028,0.0970071,0.009924942,0.01384345,0.8151945],"study_design_scores_gemma":[0.00218641,0.01232244,0.1354289,0.00208707,0.003683754,0.04092964,0.001732116,0.009502375,0.1790923,0.02790779,0.5849366,0.0001906241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5067949,0.3775663,0.01922254,0.03798783,0.002810572,0.0004276051,0.001610332,0.0005653841,0.05301451],"genre_scores_gemma":[0.8760223,0.09674713,0.01171221,0.005126608,0.00123781,0.0001313416,0.0009909885,0.0000938876,0.007937674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003052749,"threshold_uncertainty_score":0.01021242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06481162278339159,"score_gpt":0.3825779747577989,"score_spread":0.3177663519744073,"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."}}