{"id":"W1517107194","doi":"","title":"Combination therapy likely to improve metastatic melanoma response","year":2014,"lang":"en","type":"article","venue":"Dermatology Times","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Melanoma; Metastatic melanoma; Targeted therapy; Dermatology; Oncology; Systemic therapy; Immunotherapy; Internal medicine; Cancer; Cancer research; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006053961,0.0002622051,0.0004660302,0.0003033569,0.0002737712,0.00002590936,0.0003538658,0.0002253837,0.001159832],"category_scores_gemma":[0.0003630563,0.0002246714,0.0001216865,0.0001898582,0.0002161257,0.0001236306,0.00006398875,0.0002331697,0.003901015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002589618,"about_ca_system_score_gemma":0.00007228845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000267525,"about_ca_topic_score_gemma":0.000002356644,"domain_scores_codex":[0.9968652,0.001882042,0.0003941472,0.0003409299,0.00004221251,0.0004754638],"domain_scores_gemma":[0.998145,0.001103736,0.0001328003,0.0004981802,0.00009062995,0.00002963758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008960246,0.0002995253,0.0006572105,0.00001096808,0.0004342573,0.00001538081,0.00118482,0.000001707024,0.9179922,0.006706048,0.01724021,0.04649743],"study_design_scores_gemma":[0.003076964,0.0008464124,0.01109722,0.00001161565,0.00002160277,0.0004896513,0.00008125459,0.0000154552,0.5089898,0.0006171936,0.4744894,0.0002633759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865304,0.004807794,0.001142825,0.004670378,0.0009610695,0.0004671657,0.00001352811,0.0001923292,0.001214481],"genre_scores_gemma":[0.9858254,0.00008421822,0.0002606298,0.002821484,0.00001040738,0.0001057351,0.00005020032,0.00003432758,0.01080763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4572492,"threshold_uncertainty_score":0.9997532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009460007712000854,"score_gpt":0.2465442077076775,"score_spread":0.2370841999956767,"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."}}