{"id":"W2982194079","doi":"10.3747/co.26.5123","title":"Melanoma Nodal Management in Ontario the Year after the 2012 American Society of Clinical Oncology and Society of Surgical Oncology Guideline","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Schulich School of Medicine and Dentistry; Schulich School of Medicine and Dentistry, Western University; Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario; Lawson Health Research Institute","keywords":"Medicine; Clinical Oncology; Guideline; Melanoma; Internal medicine; Oncology; Surgical oncology; General surgery; Pathology; Cancer research; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0003437151,0.00014362,0.000150812,0.0006559057,0.001187043,0.0006447521,0.0006205043,0.000301083,0.003251579],"category_scores_gemma":[0.001684614,0.0001299351,0.0003095841,0.0019017,0.0003667531,0.0002721276,0.0005285121,0.000404076,0.0002812564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02264635,"about_ca_system_score_gemma":0.03691329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9624761,"about_ca_topic_score_gemma":0.9874241,"domain_scores_codex":[0.9995673,0.00002223251,0.00002661812,0.00004062694,0.0001924982,0.0001507479],"domain_scores_gemma":[0.9983028,0.00005633808,0.0003367081,0.0000331829,0.0007696516,0.0005014056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001873727,0.00006742939,0.8239773,0.0005474659,0.0000580851,0.001234439,0.001241192,0.0003020266,0.00124793,0.0008754098,0.1054494,0.06481192],"study_design_scores_gemma":[0.00005038355,0.00006348993,0.9008693,0.0004452463,0.00005175965,0.0007449755,0.001256899,0.0003073194,0.0001931874,0.0001384571,0.09586184,0.00001714858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8294044,0.03251484,0.000824246,0.03374977,0.001084441,0.0004181221,0.02800523,0.0001708406,0.07382816],"genre_scores_gemma":[0.9497604,0.01667177,0.0009776066,0.00390309,0.0003097123,0.0001443884,0.01179575,0.00004188683,0.01639538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03752387,"threshold_uncertainty_score":0.1643115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08204502885647921,"score_gpt":0.4156430384347578,"score_spread":0.3335980095782786,"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."}}