{"id":"W2805123437","doi":"10.1245/s10434-018-6470-1","title":"1 Versus 2-cm Excision Margins for pT2-pT4 Primary Cutaneous Melanoma (MelMarT): A Feasibility Study","year":2018,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Cancer Council NSW","keywords":"Medicine; Surgery; Melanoma; Surgical oncology; Breslow Thickness; Surgical margin; Randomized controlled trial; Quality of life (healthcare); Sentinel lymph node; Sentinel node; Internal medicine; Cancer; Breast cancer; Resection","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":[0.0007630385,0.0002261094,0.0008491785,0.0001872268,0.0001235144,0.00001122655,0.000170322,0.00021557,0.0007983124],"category_scores_gemma":[0.0001604437,0.0001882045,0.0003091878,0.0002424196,0.0002841711,0.00004733678,0.000171677,0.0001921127,0.0001085021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687276,"about_ca_system_score_gemma":0.0001780861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005378012,"about_ca_topic_score_gemma":0.0001525891,"domain_scores_codex":[0.9977899,0.0001888121,0.000650213,0.0005454347,0.000378989,0.0004466073],"domain_scores_gemma":[0.9976718,0.0008151975,0.0002193262,0.0005466347,0.000480584,0.0002664853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2648636,0.0217805,0.006074179,0.0004789534,0.001740601,0.00825405,0.001567827,0.000005392662,0.003530385,0.001605774,0.1133954,0.5767033],"study_design_scores_gemma":[0.01109201,0.05120866,0.005132561,0.00002740257,0.000203475,0.00085025,0.0005612551,0.0001078608,0.0007873658,0.0002282156,0.9295977,0.0002031772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203753,0.0001104606,0.0001054256,0.006438837,0.001343273,0.002356216,0.00002573264,0.0001000169,0.06914478],"genre_scores_gemma":[0.9944761,0.0002686142,0.0005438735,0.0007570772,0.0006563297,0.00007955374,0.0000267041,0.00002859897,0.003163093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8162023,"threshold_uncertainty_score":0.8740961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225608533480936,"score_gpt":0.4069447994415897,"score_spread":0.284383946093496,"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."}}