{"id":"W4254087214","doi":"10.3410/f.9662956.15364056","title":"Faculty Opinions recommendation of Phenotype sequencing: identifying the genes that cause a phenotype directly from pooled sequencing of independent mutants.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Phenotype; Genetics; Gene; Mutant; Biology; DNA sequencing; Computational biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002192924,0.0005326284,0.0008565859,0.0002388858,0.0002444625,0.0001147179,0.002112547,0.0009208073,0.0002862701],"category_scores_gemma":[0.005473093,0.0003140881,0.0005809766,0.0009598349,0.000652283,0.00005383477,0.001084514,0.0008705924,0.00002821449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476454,"about_ca_system_score_gemma":0.001139514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003355199,"about_ca_topic_score_gemma":0.00005837214,"domain_scores_codex":[0.9945931,0.0005799293,0.001713022,0.0005973945,0.001988809,0.0005277051],"domain_scores_gemma":[0.9920309,0.000146768,0.001854085,0.001742772,0.003880988,0.0003445437],"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":[0.00003306945,0.0001615356,0.00002254037,0.003814642,0.0004984956,2.621879e-7,0.0003990796,3.832314e-7,0.001707688,0.00002047718,0.9887639,0.004577921],"study_design_scores_gemma":[0.0005288806,0.0001417323,0.0009228557,0.003542804,0.0003807731,0.00001414756,0.0003019185,0.00001718465,0.005010326,0.0000283454,0.9887807,0.0003302805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009447651,0.006429323,0.0001767144,0.01620707,0.001156626,0.001183428,0.9746951,0.00001369138,0.0000435418],"genre_scores_gemma":[0.001121898,0.002688076,0.000741364,0.001377604,0.0005730143,0.00009195905,0.9931012,0.00003205586,0.000272769],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01840613,"threshold_uncertainty_score":0.9999311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07334847535210741,"score_gpt":0.3623861458222154,"score_spread":0.289037670470108,"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."}}