{"id":"W1749617289","doi":"10.7759/cureus.325","title":"SBRT Treatment of Multiple Recurrent Auricular Squamous Cell Carcinomas Following Surgical and Conventional Radiation Treatment Failure","year":2015,"lang":"en","type":"article","venue":"Cureus","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiation therapy; Concomitant; Basal cell; Head and neck; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006744673,0.000193222,0.0004115035,0.0000486115,0.00005149033,0.000007506943,0.00002951651,0.00007147759,0.00002871857],"category_scores_gemma":[0.00002826497,0.0001448733,0.0001823479,0.00007665695,0.00004897463,0.00004813254,0.00002102429,0.00003421694,0.00001036305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008431195,"about_ca_system_score_gemma":0.0001336821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002701574,"about_ca_topic_score_gemma":0.0001268757,"domain_scores_codex":[0.9989964,0.00004550208,0.0002440158,0.000272251,0.000252344,0.0001894266],"domain_scores_gemma":[0.9993756,0.00008791652,0.00009027432,0.0001986863,0.00006466948,0.0001828191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003769637,0.001443508,0.9859361,0.00006089525,0.0003251056,0.0003989115,0.00204165,0.00001207864,0.0003030645,0.0001231472,0.001244186,0.007734405],"study_design_scores_gemma":[0.06291245,0.01641948,0.4902156,0.000119939,0.002025095,0.0003573767,0.00213353,0.0007260851,0.02587675,0.0001359812,0.3984011,0.0006766172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588341,0.03888996,0.00002988203,0.0003102068,0.0004264954,0.0005809257,0.00002940985,0.00002430917,0.000874706],"genre_scores_gemma":[0.9979425,0.0004047172,0.00052136,0.000005060211,0.0002315361,0.00009380285,0.00009979114,0.00001633783,0.0006848827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4957205,"threshold_uncertainty_score":0.590776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03548140879758865,"score_gpt":0.2887619493788017,"score_spread":0.2532805405812131,"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."}}