{"id":"W2278333377","doi":"10.1200/jco.2009.27.15_suppl.e20015","title":"Invasive melanoma of the face: Patterns of local and regional disease in 261 patients managed at a single institution","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sentinel node; Surgery; Biopsy; Neck dissection; Dissection (medical); Melanoma; Histopathology; Parotidectomy; Population; Radiology; Facial nerve; Cancer; Internal medicine; Pathology","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":[0.0003798022,0.000221179,0.0003183026,0.0008849778,0.0004310493,0.0006254945,0.0003123498,0.0002873638,0.001857289],"category_scores_gemma":[0.001137112,0.0003523508,0.0002462335,0.001118725,0.0003233705,0.0004836215,0.0005168102,0.0003796282,0.0003492992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005029107,"about_ca_system_score_gemma":0.0004011337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603725,"about_ca_topic_score_gemma":0.004625174,"domain_scores_codex":[0.9995691,0.00006230459,0.00005490679,0.0001092044,0.0001102565,0.0000942677],"domain_scores_gemma":[0.9987541,0.0001780213,0.00073706,0.00006135875,0.00008140933,0.0001879471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000276981,0.0000208848,0.9980788,0.000004730864,0.000008655193,0.0003797337,0.00009959288,0.0000198473,0.0002398316,0.000005799805,0.00006898525,0.001045378],"study_design_scores_gemma":[0.000007697963,0.0001633525,0.9945537,0.00001558617,0.00001770549,0.003743607,0.0007998156,0.0001729902,0.0002017165,0.00001241669,0.0003055312,0.000005888992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995096,0.00008676074,0.00003671075,0.00002040009,0.000001741494,0.000007654654,0.0001169952,0.00000305343,0.0002171373],"genre_scores_gemma":[0.9996257,0.00007888104,0.00004739573,0.00001944201,0.000004769033,0.000008113991,0.0001396182,0.000002074617,0.00007401071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002603725,"threshold_uncertainty_score":0.006213248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06350776590265066,"score_gpt":0.3602876246574119,"score_spread":0.2967798587547613,"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."}}