{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137745,0.0002870335,0.0006872389,0.003236522,0.000433868,0.0008081667,0.0004446382,0.0003287811,0.001640834],"category_scores_gemma":[0.002097395,0.0001380371,0.000673211,0.004422596,0.0002040416,0.0002205538,0.0006329465,0.000249824,0.0006322999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003827399,"about_ca_system_score_gemma":0.0008326878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810876,"about_ca_topic_score_gemma":0.003440583,"domain_scores_codex":[0.9987544,0.0001901844,0.0002359361,0.0004988616,0.0001942514,0.0001263272],"domain_scores_gemma":[0.9984621,0.000549296,0.0004548173,0.0002169314,0.0001998357,0.000117108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004793317,0.0004346299,0.8311941,0.003444292,0.001508079,0.001311828,0.000613983,0.003546318,0.06539995,0.000691467,0.01078238,0.07627974],"study_design_scores_gemma":[0.0001180707,0.0003259795,0.959332,0.0001574887,0.0006169867,0.001898884,0.000460501,0.004697222,0.01205411,0.0006224191,0.01967447,0.00004184516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8287202,0.003175971,0.003202932,0.0001731177,0.00002818282,0.0002003141,0.1621896,0.0002966804,0.002013049],"genre_scores_gemma":[0.7173048,0.001500296,0.01302581,0.0001812386,0.00003083753,0.0008241467,0.2662977,0.00006022284,0.0007749203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003236522,"threshold_uncertainty_score":0.006017089,"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."}}