{"id":"W4234853961","doi":"10.1007/bf02523999","title":"Outcome in 846 cutaneous melanoma patients from a single center after negative sentinel node biopsy","year":2004,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Surgical oncology; Sentinel node; Melanoma; Biopsy; Single Center; Sentinel lymph node; Outcome (game theory); General surgery; Radiology; Dermatology; Oncology; Surgery; Internal medicine; Cancer; Breast cancer","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":[0.0003657997,0.0004349689,0.0007227173,0.0008527125,0.001157847,0.0009540024,0.0005590781,0.0007259851,0.001619731],"category_scores_gemma":[0.00155276,0.000559106,0.0006467248,0.001061751,0.0005746892,0.0005915787,0.0008402325,0.0007304097,0.0003936001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100124,"about_ca_system_score_gemma":0.0006182206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101282,"about_ca_topic_score_gemma":0.01029527,"domain_scores_codex":[0.9994798,0.0001067264,0.00005737066,0.0001299886,0.00007438545,0.0001516741],"domain_scores_gemma":[0.9986042,0.0002851217,0.0004292854,0.00008197108,0.0001512061,0.0004482816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004072939,0.00009130487,0.9961625,0.000009275673,0.00005501609,0.001603203,0.0001398339,0.0001449164,0.0002982088,0.00001311545,0.0001277595,0.0009475205],"study_design_scores_gemma":[0.0000439699,0.0005544776,0.9949129,0.000008382811,0.00007429646,0.002915519,0.0008562345,0.0003270629,0.000140037,0.00003027739,0.0001213375,0.00001553637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995105,0.00007775291,0.00002583069,0.00002345968,0.00000463926,0.000005104904,0.0001249712,0.000001885507,0.0002258159],"genre_scores_gemma":[0.9994457,0.00007420883,0.00002188636,0.00002633953,0.00001296924,0.000005353614,0.0002829922,0.000002589816,0.0001277974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101282,"threshold_uncertainty_score":0.0201385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04284306137065479,"score_gpt":0.3209403821635579,"score_spread":0.2780973207929031,"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."}}