{"id":"W2790328543","doi":"10.15173/m.v1i32.1687","title":"Yingfu Li: A Forerunner in DNA Diagnostics","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Peer review; Computational biology; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01046244,0.00142038,0.001622999,0.002828198,0.002706598,0.004593681,0.002092216,0.006034643,0.08122975],"category_scores_gemma":[0.01010488,0.0006943925,0.0009654753,0.001491542,0.002840707,0.004781831,0.005503574,0.01046222,0.04296662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002021187,"about_ca_system_score_gemma":0.004347215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223149,"about_ca_topic_score_gemma":0.001757201,"domain_scores_codex":[0.9955881,0.0008199533,0.0002386841,0.0008250428,0.001975184,0.0005531305],"domain_scores_gemma":[0.9870096,0.001647218,0.0003756925,0.001120341,0.003669732,0.006177316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003434714,0.00008333221,0.001834968,0.0002194913,0.00004256838,0.0002922296,0.0003114441,0.0001666253,0.009609906,0.038225,0.6275716,0.3212993],"study_design_scores_gemma":[0.00002590911,0.00007783026,0.0003200103,0.00007569329,0.0000132409,0.0004516075,0.00008200984,0.0003210003,0.004227564,0.007768047,0.9865991,0.00003799602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004522911,0.0516288,0.1219227,0.6053023,0.09648048,0.0003393176,0.001252192,0.01757679,0.1009746],"genre_scores_gemma":[0.04002615,0.02121932,0.1236878,0.1411592,0.0233688,0.0005428214,0.001775394,0.003469628,0.6447508],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08122975,"threshold_uncertainty_score":0.2717406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009686561847168401,"score_gpt":0.2628940770569989,"score_spread":0.2532075152098305,"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."}}