{"id":"W2078921548","doi":"10.2310/7750.2008.08029","title":"Management of Malignant Melanoma: Best Practices","year":2009,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec; University Health Network","funders":"","keywords":"Medicine; Melanoma; Sentinel lymph node; Biopsy; Sentinel node; Stage (stratigraphy); Surgery; Adjuvant therapy; Cancer; General surgery; Radiology; Internal medicine; Chemotherapy; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001100184,0.0009874658,0.001042078,0.002562921,0.0004736344,0.001042335,0.001340599,0.001126581,0.002847725],"category_scores_gemma":[0.002594768,0.0002326853,0.0004507829,0.002602887,0.0005764848,0.001301704,0.000565664,0.001824378,0.001511675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984328,"about_ca_system_score_gemma":0.002932829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137634,"about_ca_topic_score_gemma":0.01969324,"domain_scores_codex":[0.9993956,0.0001173283,0.0001007307,0.0000627699,0.0002866919,0.00003684833],"domain_scores_gemma":[0.9990497,0.00025758,0.0002100058,0.00002229742,0.0003879177,0.00007249252],"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":[0.00001917378,0.00006232718,0.0005543809,0.01258877,0.00004713302,0.0003733858,0.00009323088,0.0005284352,0.0002360646,0.001219831,0.07593235,0.9083449],"study_design_scores_gemma":[0.00003390597,0.00008191934,0.006179859,0.06895979,0.000196554,0.006568041,0.0004756805,0.0004781944,0.0003315586,0.004617547,0.912029,0.00004799669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001846711,0.9931584,0.0003968278,0.003126363,0.0004488679,0.00001635536,0.00003052794,0.00002371908,0.002614322],"genre_scores_gemma":[0.001552231,0.995812,0.001071017,0.0007352704,0.000329987,0.00001107987,0.00004764661,0.000002040739,0.0004387133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01137634,"threshold_uncertainty_score":0.02262026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0904586389356072,"score_gpt":0.3577427821829152,"score_spread":0.267284143247308,"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."}}