{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002127641,0.002658126,0.001933572,0.00268803,0.0007020356,0.002663405,0.003313936,0.002877769,0.06828746],"category_scores_gemma":[0.009646217,0.0009433617,0.001783736,0.003626543,0.0004120042,0.001436486,0.001765544,0.002281263,0.06987736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000997512,"about_ca_system_score_gemma":0.002552037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200374,"about_ca_topic_score_gemma":0.03615804,"domain_scores_codex":[0.9985511,0.0002004065,0.0001414963,0.0005347147,0.0004169912,0.0001552937],"domain_scores_gemma":[0.9955491,0.001302179,0.0004040312,0.001315162,0.0008644861,0.0005651219],"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":[0.0001750311,0.0000503979,0.002035548,0.0007264648,0.00009470611,0.0000363919,0.00001273775,0.0003076377,0.0006260918,0.0002633539,0.9922883,0.003383372],"study_design_scores_gemma":[0.001021015,0.00006052496,0.01403531,0.0003131869,0.0002298898,0.0001832838,0.00004679665,0.002275764,0.002938168,0.002361855,0.9764569,0.00007727061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003756462,0.000068097,0.0002830754,0.0001007651,0.0000351229,0.00001912601,0.9967538,0.00136389,0.001000574],"genre_scores_gemma":[0.0007177945,0.0000422773,0.0006653891,0.0001000848,0.000008270877,0.00005111847,0.9975048,0.000182106,0.0007281337],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06828746,"threshold_uncertainty_score":0.2284443,"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."}}