{"id":"W3122901530","doi":"10.1159/000512690","title":"Gene-Centric Database Reveals Environmental and Lifestyle Relationships for Potential Risk Modification and Prevention","year":2021,"lang":"en","type":"review","venue":"Lifestyle Genomics","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"","keywords":"Terminology; Identification (biology); Vocabulary; Relevance (law); Disease; Computer science; Medicine; Bioinformatics; Biology; Pathology; Linguistics","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":[0.001475699,0.001136736,0.003596636,0.01438434,0.0002904301,0.002223192,0.00173893,0.001344326,0.04446973],"category_scores_gemma":[0.003774454,0.0003371638,0.001396591,0.01252133,0.0002752689,0.001572959,0.001179166,0.0009662768,0.01682323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008300166,"about_ca_system_score_gemma":0.003530303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286207,"about_ca_topic_score_gemma":0.002986498,"domain_scores_codex":[0.999319,0.000142643,0.0002546023,0.00007590376,0.0001649368,0.00004289287],"domain_scores_gemma":[0.996108,0.002009237,0.0007366561,0.0001608875,0.0007311143,0.0002541197],"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":[0.0003537143,0.00006927843,0.0007294815,0.1360905,0.0005493276,0.0003789096,0.0001255852,0.000219621,0.002511562,0.006167124,0.1802597,0.6725451],"study_design_scores_gemma":[0.0001178189,0.0000733382,0.00384656,0.02535936,0.0008921286,0.0007037437,0.00006405487,0.0001259724,0.0006141148,0.003047584,0.9651185,0.00003694876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001646839,0.888174,0.003908832,0.004518542,0.001643126,0.000713937,0.072188,0.001544615,0.02566215],"genre_scores_gemma":[0.005799756,0.895174,0.016212,0.00262425,0.001360797,0.0009121825,0.06451643,0.000199566,0.01320101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04446973,"threshold_uncertainty_score":0.148766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069625967963952,"score_gpt":0.2862806818716856,"score_spread":0.2555844221920461,"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."}}