{"id":"W4239344658","doi":"10.1002/9780471420194.tnmm52","title":"Melanoma","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Melanoma; Immunotherapy; Targeted therapy; Metastatic melanoma; Disease; Oncology; Chemotherapy; Internal medicine; Dermatology; Surgery; Cancer; 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":[0.0001901905,0.0006625314,0.000234424,0.0008484817,0.000539823,0.001126351,0.0003972765,0.0005083043,0.1577857],"category_scores_gemma":[0.0004390998,0.0001350984,0.0002730893,0.0005324312,0.0001955589,0.0004407596,0.0007525965,0.0008336076,0.1100046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005361121,"about_ca_system_score_gemma":0.0005521723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150485,"about_ca_topic_score_gemma":0.001779952,"domain_scores_codex":[0.9998509,0.00001766495,0.00001018793,0.00002749068,0.00006632716,0.00002750568],"domain_scores_gemma":[0.9998375,0.00001085158,0.00001973842,0.00001997669,0.00005409378,0.00005770677],"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":[0.0001788047,0.0001044164,0.001979191,0.0008876905,0.00002346678,0.001302898,0.0000838625,0.0002122672,0.01788311,0.01751322,0.4319403,0.5278908],"study_design_scores_gemma":[0.0000107993,0.00002405453,0.001207422,0.0001005566,0.00000637015,0.001321648,0.00002342079,0.00006009106,0.001875744,0.001115947,0.9942505,0.000003401375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01079776,0.03499329,0.003146066,0.004771509,0.003962633,0.0002425683,0.009453639,0.001189242,0.9314433],"genre_scores_gemma":[0.05614051,0.02084342,0.002771724,0.001929246,0.0008768391,0.0001159389,0.01134166,0.000284205,0.9056965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1577857,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503629735674408,"score_gpt":0.2708670181922455,"score_spread":0.2558307208355014,"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."}}