{"id":"W2116155140","doi":"10.1017/s146239941100202x","title":"Towards new therapeutic approaches for malignant melanoma","year":2011,"lang":"en","type":"review","venue":"Expert Reviews in Molecular Medicine","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; Melanoma Research Alliance","keywords":"Melanoma; Cancer research; Cancer; Disease; Medicine; Computational biology; Biology; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008289784,0.0008983972,0.001220188,0.002112468,0.0003935062,0.0009991475,0.0009138924,0.001820454,0.004463127],"category_scores_gemma":[0.0004904566,0.0003853437,0.0006730555,0.000938996,0.0008403047,0.001695388,0.0008369611,0.004489561,0.003553593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007098321,"about_ca_system_score_gemma":0.0006339822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000738049,"about_ca_topic_score_gemma":0.001793468,"domain_scores_codex":[0.9997769,0.00005018523,0.00002106992,0.00003395618,0.00009303688,0.00002484728],"domain_scores_gemma":[0.9998302,0.00007506828,0.00002396207,0.000008454619,0.00004210644,0.00002015397],"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":[0.00009282237,0.0001997394,0.0001176779,0.009378621,0.00008176138,0.0005117434,0.0001164661,0.0006317094,0.00877713,0.01274484,0.02764532,0.9397021],"study_design_scores_gemma":[0.00004721255,0.0001440766,0.000374697,0.001412752,0.000044431,0.001468824,0.00004499312,0.0001351997,0.001088569,0.004267958,0.9909537,0.00001756469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002465418,0.995937,0.0006347717,0.0006505093,0.0003477021,0.00001386164,0.00001318938,0.00001948447,0.002136938],"genre_scores_gemma":[0.001641802,0.9941497,0.001141876,0.0007406343,0.0003217164,0.00002781456,0.0000403261,0.000004991758,0.00193104],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004463127,"threshold_uncertainty_score":0.01493067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497417081651183,"score_gpt":0.3551992918440242,"score_spread":0.2054575836789059,"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."}}