{"id":"W3082604295","doi":"10.1534/g3.120.401656","title":"PhenoMIP: High-Throughput Phenotyping of Diverse <i>Caenorhabditis elegans</i> Populations via Molecular Inversion Probes","year":2020,"lang":"en","type":"article","venue":"G3 Genes Genomes Genetics","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Human Genome Research Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Biology; Caenorhabditis elegans; Genetics; Computational biology; Genome; Gene; Genetic Fitness; Mutant; Population","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":[0.0007750656,0.0006936748,0.0005557381,0.001120097,0.0005110467,0.0008021902,0.0008284505,0.0005076416,0.001597199],"category_scores_gemma":[0.000766498,0.0003428808,0.0005227794,0.0005298198,0.0004352781,0.0004233305,0.001488971,0.001220677,0.0005894849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764695,"about_ca_system_score_gemma":0.0002795801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009661425,"about_ca_topic_score_gemma":0.002695895,"domain_scores_codex":[0.999419,0.00006596778,0.0000453162,0.0001967311,0.0002022929,0.00007074192],"domain_scores_gemma":[0.9993254,0.000191455,0.0002030857,0.0001127489,0.00007827279,0.00008905015],"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":[0.00004737932,0.0000280497,0.002364377,0.00003850468,0.00001832666,0.00003826925,0.00003440791,0.0004455887,0.9884254,0.000231277,0.0002368516,0.00809157],"study_design_scores_gemma":[0.00002709579,0.0004456836,0.03228578,0.00001910081,0.00006180016,0.0005208835,0.0001419559,0.0154043,0.9433292,0.0007842901,0.006911834,0.00006806698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6086468,0.0006497861,0.374597,0.0003829781,0.00006307678,0.0007584955,0.005751737,0.00540072,0.003749488],"genre_scores_gemma":[0.6587311,0.0005799246,0.3285753,0.0005016236,0.00003308532,0.00171512,0.004720934,0.00104042,0.004102448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001597199,"threshold_uncertainty_score":0.005343139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206648041415432,"score_gpt":0.2278492826249476,"score_spread":0.2071844784834044,"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."}}