{"id":"W2170066063","doi":"10.1093/annonc/mdp250","title":"Utility of adjuvant systemic therapy in melanoma","year":2009,"lang":"en","type":"review","venue":"Annals of Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Adjuvant; Oncology; Internal medicine; Adjuvant therapy; Melanoma; Population; Clinical trial; Disease; Stage (stratigraphy); Chemotherapy; Immunology; Surgery; Cancer research","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":[0.0006571017,0.0005375276,0.00156711,0.001569139,0.0001402185,0.0006384915,0.0005931705,0.0006730946,0.002546183],"category_scores_gemma":[0.001277867,0.0002303523,0.0007496318,0.001454557,0.0002760768,0.0007398666,0.0003431568,0.001076179,0.0005301168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004919703,"about_ca_system_score_gemma":0.0008055653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443275,"about_ca_topic_score_gemma":0.004147299,"domain_scores_codex":[0.9998141,0.00004673399,0.00004290822,0.00003370437,0.00005027025,0.00001229569],"domain_scores_gemma":[0.9993562,0.000409216,0.0001205463,0.00001177405,0.00008217782,0.00002001153],"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":[0.000135246,0.00004815887,0.0004325763,0.02747143,0.0002251626,0.0002223811,0.00002520132,0.0003265048,0.0006452938,0.0005493814,0.01199796,0.9579208],"study_design_scores_gemma":[0.0002593942,0.0006655556,0.008450925,0.04293155,0.003394897,0.006264065,0.0001363647,0.0005356966,0.001223729,0.001460106,0.9346213,0.00005637742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001200457,0.9993691,0.00003507004,0.00009411231,0.0000656612,0.00000207562,0.000008151304,0.000001763195,0.000304047],"genre_scores_gemma":[0.001464353,0.9978855,0.0001052237,0.0002238321,0.0001197405,0.000002818574,0.00001553916,7.185935e-7,0.0001821819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002546183,"threshold_uncertainty_score":0.008517861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1734020847816883,"score_gpt":0.4337285364760827,"score_spread":0.2603264516943944,"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."}}