{"id":"W2098106638","doi":"10.1016/j.molonc.2011.03.005","title":"Melanoma — The pieces of the puzzle finally start coming together!","year":2011,"lang":"en","type":"article","venue":"Molecular Oncology","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Melanoma; Biology; Medicine; Computer science; Computational biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003075704,0.0001407003,0.0001770687,0.00002060447,0.0001196401,0.000005742118,0.0005956268,0.0001859729,0.0000830541],"category_scores_gemma":[0.0001097948,0.00008491868,0.0001601371,0.0000832084,0.0002084997,0.000002028089,0.0002805063,0.0001300707,0.00001624856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001350047,"about_ca_system_score_gemma":0.0001447741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008522269,"about_ca_topic_score_gemma":0.0003420585,"domain_scores_codex":[0.9988874,0.0002634824,0.0002334555,0.000245469,0.0001241542,0.0002460933],"domain_scores_gemma":[0.9990413,0.00001972397,0.0001574852,0.0006397308,0.00009623093,0.00004553217],"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":[0.0001173872,0.000133758,0.004038767,0.0000134772,0.0001112195,0.00002865553,0.0005546606,0.00001300466,0.9856611,0.002341968,0.003138382,0.003847572],"study_design_scores_gemma":[0.0003981098,0.0006981412,0.005184091,0.000007051974,0.0000448461,0.00005796473,0.0001994473,0.0000136614,0.7550611,0.0003980855,0.2378111,0.0001263548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641647,0.000747374,0.001521187,0.0007353452,0.0003894621,0.0002656562,0.00001389995,0.000007894527,0.03215449],"genre_scores_gemma":[0.9970882,0.00002999268,0.0008351858,0.001292359,0.00008510011,0.00003261083,0.00001210964,0.00001941829,0.0006050222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2346727,"threshold_uncertainty_score":0.3462883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541976603476033,"score_gpt":0.2401185573821116,"score_spread":0.2146987913473513,"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."}}