{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360563,0.000759613,0.0004181793,0.001326071,0.0006536081,0.00121229,0.0007446205,0.0009884551,0.0339856],"category_scores_gemma":[0.0003091166,0.0003162173,0.0009356207,0.0005780912,0.0005172311,0.0006841811,0.0006256165,0.002413729,0.007423481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008043779,"about_ca_system_score_gemma":0.0005013293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001790412,"about_ca_topic_score_gemma":0.00262035,"domain_scores_codex":[0.9995559,0.0000724268,0.00001856579,0.0001066373,0.0001683166,0.00007806911],"domain_scores_gemma":[0.9997161,0.00003449829,0.00004128204,0.00008951469,0.0000375654,0.00008110698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002663881,0.002199759,0.003455014,0.001433279,0.000287207,0.004123554,0.0002643093,0.002365813,0.7852455,0.04327469,0.06758884,0.08709818],"study_design_scores_gemma":[0.000494224,0.002854018,0.005589569,0.0003045372,0.0005249284,0.01590023,0.0003523662,0.005834664,0.4740889,0.006683758,0.4872963,0.00007649236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4754411,0.03818065,0.05656189,0.007007069,0.004265481,0.00347318,0.02839238,0.00414958,0.3825288],"genre_scores_gemma":[0.7794363,0.01627818,0.01121125,0.002830447,0.0002235529,0.001227978,0.007992106,0.0004067069,0.1803935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0339856,"threshold_uncertainty_score":0.1136932,"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."}}