{"id":"W4211123988","doi":"10.1016/s0140-6736(13)60802-8","title":"Cutaneous melanoma","year":2013,"lang":"en","type":"review","venue":"The Lancet","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":532,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Melanoma; Medicine; Immunotherapy; Oncology; Targeted therapy; Lymph node; Sentinel lymph node; Immunology; Cancer research; Internal medicine; Cancer","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":[0.0001104482,0.0002664718,0.000868702,0.00001807938,0.0000631552,0.0000391221,0.0007363395,0.0002756132,0.0001161682],"category_scores_gemma":[0.00003966643,0.0001470963,0.0002533423,0.00005028141,0.00005282008,6.94393e-7,0.0001880713,0.0001953263,0.0008289501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001223646,"about_ca_system_score_gemma":0.000140996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008301818,"about_ca_topic_score_gemma":0.00000468849,"domain_scores_codex":[0.9990307,0.0001268476,0.0002164859,0.0002391815,0.00008770804,0.0002990396],"domain_scores_gemma":[0.9987064,0.0000237805,0.0001421112,0.001053664,0.00002140173,0.00005262374],"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":[0.000005401413,0.00001091849,0.000002569641,0.001674095,0.0001428981,0.00001339716,0.0000149258,1.247785e-7,0.0001294524,0.0002790211,0.1249485,0.8727787],"study_design_scores_gemma":[0.00008087237,0.00007735732,5.360565e-7,0.0003663726,0.0001294923,0.0004693745,0.000003389038,3.517955e-7,0.00006462286,0.00005145637,0.9985573,0.000198869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007283627,0.9829134,0.00001871221,0.00005717116,0.000319566,0.0004153162,0.00008258899,0.00002055007,0.01609989],"genre_scores_gemma":[0.00003038306,0.9878349,0.0001035068,0.0001949039,0.003537425,0.0001195085,0.000342411,0.00004441476,0.007792516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8736088,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05328027353009913,"score_gpt":0.3025350624953358,"score_spread":0.2492547889652367,"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."}}