{"id":"W3217370305","doi":"10.1002/hed.26943","title":"Achieving negative resection margins in oral cavity cancer with masticator space involvement—Is it feasible? International collaborative study","year":2021,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Odds ratio; Masticatory force; Basal cell; Cancer; Surgery; Internal medicine; Dentistry","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":[0.002745936,0.0001999437,0.0001813987,0.0007277043,0.0003703817,0.0006443369,0.0003910152,0.000368925,0.001152832],"category_scores_gemma":[0.005088356,0.0001106914,0.0002904625,0.000889267,0.0003111345,0.0004096575,0.0006051374,0.0003083075,0.0001096152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602582,"about_ca_system_score_gemma":0.0006573197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003736845,"about_ca_topic_score_gemma":0.006341418,"domain_scores_codex":[0.9993051,0.0002164836,0.00008592426,0.0001184154,0.0001710886,0.0001030248],"domain_scores_gemma":[0.9958717,0.001001269,0.001949708,0.0002983155,0.0004232133,0.0004557613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001010636,0.00002766457,0.9965913,0.00002631083,0.00003931973,0.00005294612,0.000213404,0.0000330856,0.00006162146,0.00003803273,0.0001292692,0.002686004],"study_design_scores_gemma":[0.00002524863,0.0001948184,0.9957337,0.00007632806,0.0001334746,0.0005533365,0.001848248,0.0001464235,0.0001210151,0.00006845743,0.001093532,0.000005362343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976827,0.0007786924,0.00009004143,0.0001219383,0.000006587122,0.00001429158,0.0001470418,0.000001222163,0.001157598],"genre_scores_gemma":[0.9995011,0.0002321884,0.00006427742,0.00002089724,0.000007508492,0.000005872443,0.0001209604,6.160706e-7,0.00004647667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003736845,"threshold_uncertainty_score":0.01452208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05464832578988267,"score_gpt":0.3752872095496969,"score_spread":0.3206388837598142,"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."}}