{"id":"W4361857244","doi":"10.1007/978-1-0716-2990-1","title":"Transgenesis","year":2023,"lang":"en","type":"book","venue":"Methods in molecular biology","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Centro Nacional de Biotecnología; Genentech; Novartis Pharma; Hospital for Sick Children; Medical Research Council; Centre National de la Recherche Scientifique; Institut National de la Santé et de la Recherche Médicale; St. Jude Children's Research Hospital; PHENOMIN; Instituto de Salud Carlos III; University of Tokyo; Washington University in St. Louis; University of Missouri","keywords":"Transgenesis; Genotyping; Computational biology; Biology; Genetics; Gene; Genotype","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000696037,0.001508705,0.000900644,0.002428336,0.0009255515,0.001398053,0.001735225,0.001161983,0.07357056],"category_scores_gemma":[0.0002887856,0.001135554,0.001190477,0.001396203,0.0006211335,0.0009429106,0.001017649,0.003625228,0.09679898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000629254,"about_ca_system_score_gemma":0.0007443971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216001,"about_ca_topic_score_gemma":0.00289399,"domain_scores_codex":[0.9991818,0.00005152733,0.00004680605,0.0002506959,0.0003550303,0.0001140451],"domain_scores_gemma":[0.9997628,0.00004375265,0.00001923644,0.000087083,0.00004645233,0.00004063469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001296951,0.0001219783,0.0001692905,0.0003816315,0.0000267736,0.0002355083,0.0001147806,0.0001923611,0.8468142,0.01801073,0.05197012,0.08183302],"study_design_scores_gemma":[0.00002510977,0.00009076424,0.0008402946,0.00007288363,0.00004751946,0.0009687606,0.00002441491,0.0005784049,0.3132195,0.002188171,0.6819142,0.00002996649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0187675,0.008818657,0.419388,0.0009297624,0.002208667,0.001731767,0.03767947,0.02050352,0.4899727],"genre_scores_gemma":[0.03834181,0.005256499,0.08173877,0.0008846857,0.0001520501,0.001089956,0.04445493,0.004607987,0.8234732],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07357056,"threshold_uncertainty_score":0.246118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876707287824756,"score_gpt":0.3855525603091486,"score_spread":0.356785487430901,"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."}}