{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003208815,0.0002037375,0.0001972678,0.00004504728,0.00003606534,0.00001372469,0.0003402207,0.0004090561,0.003187184],"category_scores_gemma":[0.00004784938,0.0001836638,0.00009144276,0.00001067551,0.00005428987,3.939342e-7,0.000129089,0.00009060957,0.0002850445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003689112,"about_ca_system_score_gemma":0.00007363281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005365209,"about_ca_topic_score_gemma":0.0005157935,"domain_scores_codex":[0.9993165,0.00001642285,0.00008471512,0.0003169601,0.00008167268,0.0001837037],"domain_scores_gemma":[0.9989326,0.000002017368,0.0001501868,0.000825797,0.00001590287,0.00007350774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007786148,0.00003945213,0.00003941767,0.00002440126,0.00005322509,0.00001737499,0.000001582338,2.899708e-8,0.00910617,0.00002663809,0.9844388,0.006245134],"study_design_scores_gemma":[0.0002303823,0.0001182044,0.00009048191,0.00006391465,0.00001867523,0.00001204163,0.000001679438,0.00000137121,0.002077772,0.0000108587,0.9971497,0.0002249018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000540735,0.002197023,0.0000843706,0.00005303615,0.0005383841,0.0001451992,0.003421248,0.00005296579,0.992967],"genre_scores_gemma":[0.0005651911,0.000509458,0.001083154,0.0001566884,0.002899571,0.00001124828,0.008708396,0.0002667127,0.9857996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01271093,"threshold_uncertainty_score":0.9977241,"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."}}