{"id":"W2158261276","doi":"10.1371/journal.pone.0017258","title":"The Impact of Multifunctional Genes on \"Guilt by Association\" Analysis","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canada's Michael Smith Genome Sciences Centre","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research; National Institutes of Health; Michael Smith Health Research BC","keywords":"Association (psychology); Gene; Genetics; Genetic association; Biology; Computational biology; Bioinformatics; Medicine; Genotype; Psychology; Single-nucleotide polymorphism","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":[0.1524723,0.001634649,0.002910686,0.00449597,0.002517649,0.005588237,0.002285813,0.002796156,0.001497971],"category_scores_gemma":[0.3953367,0.0006575969,0.002300337,0.005418546,0.0163244,0.006211795,0.005695947,0.004102459,0.0002424838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002118427,"about_ca_system_score_gemma":0.001623819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002832837,"about_ca_topic_score_gemma":0.002644175,"domain_scores_codex":[0.8950537,0.0778814,0.004422726,0.01079133,0.00970886,0.002141911],"domain_scores_gemma":[0.2426096,0.7112066,0.0145534,0.02446584,0.005025325,0.002139245],"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":[0.004174448,0.000246033,0.5748207,0.0008785366,0.00326028,0.001674713,0.002020311,0.1944811,0.01110527,0.04980287,0.00318967,0.1543461],"study_design_scores_gemma":[0.00018631,0.0007594244,0.1031837,0.0001164991,0.0007037565,0.001308241,0.0003853947,0.7136624,0.01258384,0.1651404,0.001773294,0.0001966792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6447362,0.002593193,0.3434525,0.003800557,0.0001869676,0.0001384725,0.0005016948,0.001036933,0.00355336],"genre_scores_gemma":[0.9685721,0.0001341388,0.03014535,0.0003871329,0.00008961328,0.00004500259,0.000282993,0.0001667641,0.0001768393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1524723,"threshold_uncertainty_score":0.8063604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946536926619638,"score_gpt":0.2230821000993888,"score_spread":0.1936167308331924,"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."}}