{"id":"W1976384627","doi":"10.1016/j.ddmod.2005.05.011","title":"Skin cancer models","year":2005,"lang":"en","type":"article","venue":"Drug Discovery Today Disease Models","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"In silico; Computational biology; Melanoma; Cancer; Skin cancer; Biology; In vivo; Sequence (biology); Genome; Gene; Bioinformatics; Cancer research; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008501221,0.0003293494,0.0002024734,0.00006140157,0.0002022314,0.0001391098,0.0003176495,0.00009703669,0.0001272885],"category_scores_gemma":[0.0000135985,0.0003001037,0.00033736,0.00009988887,0.00008556012,0.0001099634,0.0002312255,0.0001057325,0.00003236811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004828878,"about_ca_system_score_gemma":0.0002570463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001325753,"about_ca_topic_score_gemma":0.0001012683,"domain_scores_codex":[0.9981601,0.00007537664,0.0002914852,0.0006979962,0.0003053621,0.0004696524],"domain_scores_gemma":[0.998681,0.000008711078,0.00009726469,0.0006813346,0.00008689061,0.0004447893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003919033,0.0004344394,0.0005127907,0.00004179465,0.00009963314,0.000006446932,0.0001072051,0.9086958,0.009190045,0.002955323,0.07466603,0.00289862],"study_design_scores_gemma":[0.006245088,0.0003033821,0.002523676,0.0004615092,0.0006306801,0.00001345403,0.0003578321,0.610696,0.1206708,0.08204211,0.171379,0.004676572],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672219,0.01023219,0.01384426,0.0008490293,0.0004057914,0.0003917073,0.0007273394,0.00007285152,0.006254986],"genre_scores_gemma":[0.9858479,0.001392462,0.0001283198,0.002218315,0.001070848,0.0002712648,0.0002946677,0.00006348022,0.008712737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2979998,"threshold_uncertainty_score":0.9999451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196844483050573,"score_gpt":0.2590506767826813,"score_spread":0.2470822319521756,"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."}}