{"id":"W2483841276","doi":"10.1007/978-1-59259-994-3","title":"From Melanocytes to Melanoma","year":2006,"lang":"en","type":"book","venue":"Humana Press eBooks","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of California, San Francisco; St. George's, University of London; Feinberg School of Medicine; Universität Regensburg; Deutsches Krebsforschungszentrum; University of Queensland; University of Oklahoma; University of Cincinnati; University of Pittsburgh; National Cancer Institute; College of Medicine, University of Cincinnati; University of Toronto; Cleveland Clinic; Melanoma Research Alliance; Cleveland Clinic Foundation; Lawrence Berkeley National Laboratory; Northwestern University; National Institutes of Health; College of Medicine, University of Oklahoma; Ohio State University; Comprehensive Cancer Center, University of Alabama at Birmingham; Yale University; University of Pennsylvania","keywords":"Melanoma; Biology; Cancer research","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007709878,0.0005171709,0.0004538853,0.00008189065,0.0001016169,0.00007603457,0.000621055,0.0006800357,0.0000694942],"category_scores_gemma":[0.00001474023,0.0005258325,0.0002383781,0.000005412995,0.0000772956,0.000001443151,0.0004342928,0.0002269017,0.0001216383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004073977,"about_ca_system_score_gemma":0.0001595816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005579395,"about_ca_topic_score_gemma":0.0004001812,"domain_scores_codex":[0.9980029,0.00005143986,0.0003821588,0.0008812999,0.0002676101,0.0004145167],"domain_scores_gemma":[0.9984537,0.00001878371,0.0001747851,0.001082763,0.00008174014,0.000188191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008055907,0.00002367604,0.000002531978,0.00005941758,0.0002421238,0.00006978995,0.0001069462,0.00000720568,0.01601636,0.004983005,0.9660956,0.01231282],"study_design_scores_gemma":[0.0003397043,0.0002410153,0.00002599347,0.00007331475,0.00009951508,0.000005241439,0.000002704768,0.000001622486,0.05197811,0.00145015,0.9451848,0.0005978413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002337525,0.005534111,0.0002583204,0.00000744113,0.0005222798,0.0005397127,0.0006174416,0.00006509764,0.9901181],"genre_scores_gemma":[0.002221196,0.00005039359,0.0004452807,0.000334698,0.00402192,0.0001189195,0.002885018,0.0001409855,0.9897816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03596175,"threshold_uncertainty_score":0.9997193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690746591963505,"score_gpt":0.2422153139553746,"score_spread":0.2153078480357396,"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."}}