{"id":"W2167866281","doi":"10.1007/s10434-001-0101-x","title":"Long-Term Results of a Prospective Surgical Trial Comparing 2 cm vs. 4 cm Excision Margins for 740 Patients With 1?4 mm Melanomas","year":2001,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":370,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Surgery; Trunk; Melanoma; Surgical oncology; Dissection (medical); Lymph node; Prospective cohort study; Survival rate; Surgical margin; Overall survival; Resection; 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":[0.0005374209,0.0002200871,0.001103363,0.0002255183,0.00006367498,0.000008268579,0.0001313195,0.0002120861,0.000143313],"category_scores_gemma":[0.00008745664,0.0001623382,0.0002713324,0.0002805086,0.0002049983,0.00006027817,0.00009917869,0.0002019461,0.00001019328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008784067,"about_ca_system_score_gemma":0.00009754901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004760106,"about_ca_topic_score_gemma":0.00007791294,"domain_scores_codex":[0.9977335,0.000122453,0.0008661638,0.0004433272,0.0004387736,0.0003957837],"domain_scores_gemma":[0.9979309,0.0005669589,0.0004587756,0.0003216004,0.0005055403,0.000216165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8755068,0.005637038,0.08533116,0.0001633095,0.0004892292,0.00180687,0.0002842231,0.00002218239,0.00003617061,0.0006009517,0.002928675,0.02719342],"study_design_scores_gemma":[0.2609988,0.0479856,0.2167904,0.0002633977,0.000276123,0.0005603167,0.00008390568,0.0001444454,0.0008038492,0.0001222722,0.4716158,0.0003550715],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704534,0.00006735304,0.00007061996,0.002202898,0.0003105737,0.002160334,0.00002891361,0.00004199022,0.0246639],"genre_scores_gemma":[0.9973589,0.0004876579,0.0001694014,0.00009445238,0.0002729796,0.00008072566,0.00009423435,0.0000237232,0.00141789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.614508,"threshold_uncertainty_score":0.6619959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06061772719276171,"score_gpt":0.3506275560312675,"score_spread":0.2900098288385058,"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."}}