{"id":"W3183918753","doi":"10.3390/genes12081160","title":"Genotype Pattern Mining for Pairs of Interacting Variants Underlying Digenic Traits","year":2021,"lang":"en","type":"article","venue":"Genes","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Genetics; Genotype; Epistasis; Retinitis pigmentosa; Phenotype; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004073802,0.0008030086,0.001283955,0.005649613,0.0005795772,0.001527406,0.001597611,0.001270284,0.003502874],"category_scores_gemma":[0.01742106,0.0003416737,0.001949127,0.00427119,0.0004045554,0.0007916216,0.001277134,0.0008442972,0.0007375997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003162924,"about_ca_system_score_gemma":0.0009523474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001458172,"about_ca_topic_score_gemma":0.002290655,"domain_scores_codex":[0.9959795,0.0009108877,0.0007372441,0.001555736,0.0005977837,0.0002188332],"domain_scores_gemma":[0.9855172,0.01012791,0.001695929,0.001572906,0.0007344587,0.0003514911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00233515,0.0005978973,0.6248662,0.002081563,0.002855368,0.005804319,0.0005074903,0.01509938,0.0184136,0.004284202,0.008893356,0.3142615],"study_design_scores_gemma":[0.0009150725,0.001636841,0.4271363,0.0007040455,0.003856477,0.02785222,0.001202411,0.3765122,0.03603343,0.09542831,0.02848086,0.0002418398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6665952,0.003584417,0.2895717,0.001261589,0.0001933547,0.0006224461,0.03265932,0.003005267,0.002506671],"genre_scores_gemma":[0.801641,0.0004790426,0.1660918,0.0003055962,0.00008838887,0.0004324804,0.02981079,0.0001497334,0.001001146],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005649613,"threshold_uncertainty_score":0.02154458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07004570986252151,"score_gpt":0.310678460381511,"score_spread":0.2406327505189895,"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."}}