{"id":"W3014070088","doi":"10.2196/16974","title":"Expression of Genes Related to Lipid Handling and the Obesity Paradox in Melanoma: Database Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Colorectal cancer; Obesity; Medicine; Melanoma; Transcriptome; Database; Bioinformatics; Oncology; Internal medicine; Risk factor; In silico; Psychological intervention; Gene; Biology; Gene expression; Cancer research; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001273564,0.00009221886,0.0002348997,0.00003987868,0.00003463005,0.000008579922,0.0001120296,0.0000648164,0.00004020659],"category_scores_gemma":[0.00003533594,0.00006587357,0.00007801289,0.0002874116,0.00005803441,0.000003967723,0.0001230411,0.00006344404,8.913776e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006506417,"about_ca_system_score_gemma":0.00004284066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003206192,"about_ca_topic_score_gemma":0.0004270712,"domain_scores_codex":[0.9992763,0.00006167447,0.000187253,0.0002683431,0.00008649069,0.0001199353],"domain_scores_gemma":[0.9995947,0.00001225401,0.00006819983,0.0002174027,0.00003225434,0.00007517488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009128582,0.00003980847,0.06146796,0.00005604966,0.0001685921,2.36395e-7,0.001295859,0.001199983,0.9242378,0.00005293369,0.007489702,0.003078165],"study_design_scores_gemma":[0.006245271,0.0001469211,0.08547182,0.00009843732,0.0005237852,0.00000215638,0.0007153262,0.00133026,0.5157691,0.0000261856,0.3891553,0.0005153656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892669,0.009098232,0.0002826306,0.0005650023,0.0004023006,0.0002409282,0.00006185853,0.00000466045,0.00007751798],"genre_scores_gemma":[0.9952066,0.00280826,0.0001550263,0.0004304404,0.001186205,0.0000874615,0.00003809964,0.000008424867,0.00007950849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4084687,"threshold_uncertainty_score":0.2686246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109926462976718,"score_gpt":0.2738014355321317,"score_spread":0.2628087892344599,"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."}}