{"id":"W1964620693","doi":"10.1002/bmb.20165","title":"A laboratory exercise to determine human ABO blood type by noninvasive methods","year":2008,"lang":"en","type":"article","venue":"Biochemistry and Molecular Biology Education","topic":"Blood groups and transfusion","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"DNA Genotek; John Carroll University","keywords":"ABO blood group system; genomic DNA; Biology; Genetics; Exon; Allele; Molecular biology; Agarose gel electrophoresis; Saliva; Buccal swab; DNA; Gene; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007381239,0.0001205709,0.0001658543,0.00003620649,0.00009291847,0.000003997382,0.00004548971,0.0001781542,0.00002632494],"category_scores_gemma":[0.00004998207,0.0001131774,0.00003073559,0.0001424617,0.00009999009,0.00001195619,0.00001870144,0.00009322403,0.000003689572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008798223,"about_ca_system_score_gemma":0.0002044505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002549672,"about_ca_topic_score_gemma":3.957636e-7,"domain_scores_codex":[0.999382,0.0000304357,0.0001265587,0.0002899989,0.00003940638,0.0001316629],"domain_scores_gemma":[0.999455,0.00000989348,0.00003222768,0.000209065,0.0001289519,0.0001649097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000356964,0.000271932,0.002919817,0.00005465496,0.00002998047,0.00001196136,0.0001043079,1.235797e-8,0.9923719,0.00002878733,0.001048468,0.003122461],"study_design_scores_gemma":[0.0004641414,0.0002236185,0.001163948,0.00005611038,0.0001415679,0.0001584779,0.00004676585,3.196203e-7,0.9931558,0.00004479592,0.004424522,0.0001199401],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941801,0.004256413,0.0004004436,0.0004778544,0.0000991184,0.0001969192,0.00001025018,0.0000231699,0.0003557526],"genre_scores_gemma":[0.9880239,0.000313382,0.009801636,0.001037061,0.00008599275,0.00004037618,0.0002474872,0.00001316229,0.0004369361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009401193,"threshold_uncertainty_score":0.461524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026342553903412,"score_gpt":0.3275241904060156,"score_spread":0.3172607648669815,"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."}}