{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001361577,0.0006570228,0.0004056271,0.00111575,0.0003762482,0.001123238,0.0004813716,0.0007345939,0.02356012],"category_scores_gemma":[0.0002077592,0.0002880602,0.0002434055,0.0005658552,0.0004715446,0.001309063,0.0008351066,0.002100572,0.02063174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004912754,"about_ca_system_score_gemma":0.000367871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005580673,"about_ca_topic_score_gemma":0.001937429,"domain_scores_codex":[0.9999281,0.000007789284,0.000003202886,0.0000167343,0.00003438151,0.000009787372],"domain_scores_gemma":[0.9999452,0.00001465902,0.000003861362,0.000007305905,0.00001297076,0.00001609165],"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":[0.00005879685,0.00004259532,0.00007722466,0.0005846218,0.000009285622,0.0002602275,0.0001088842,0.000189828,0.01998145,0.03392331,0.2750873,0.6696765],"study_design_scores_gemma":[0.000003088807,0.00001380622,0.00008681832,0.00007888473,0.000002585105,0.0002619729,0.00001249981,0.00002867793,0.00113807,0.004562771,0.9938083,0.000002368794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001390447,0.5892171,0.006457991,0.005189643,0.01256391,0.00005792765,0.0001765079,0.0003989742,0.3845475],"genre_scores_gemma":[0.007831072,0.169905,0.003042393,0.004095665,0.002570383,0.00005460646,0.0001866078,0.00009118996,0.8122231],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02356012,"threshold_uncertainty_score":0.07881653,"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."}}