{"id":"W4231479259","doi":"10.3410/f.718290723.793503210","title":"Faculty Opinions recommendation of Developmental dynamics and disease potential of random monoallelic gene expression.","year":2015,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Expression (computer science); Dynamics (music); Gene expression; Computational biology; Gene; Biology; Genetics; Psychology; Computer science; Pedagogy","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":[0.001493836,0.001907838,0.001568859,0.00268465,0.0005021826,0.002483846,0.002608147,0.002433452,0.04655433],"category_scores_gemma":[0.007795042,0.0006108851,0.001709301,0.003184308,0.0003705466,0.001108827,0.001415242,0.001569119,0.05249299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311752,"about_ca_system_score_gemma":0.00212958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610072,"about_ca_topic_score_gemma":0.04703158,"domain_scores_codex":[0.9988678,0.0001467822,0.00009591845,0.0004488524,0.0002923893,0.0001482708],"domain_scores_gemma":[0.9975787,0.0006834039,0.0002637575,0.0007021215,0.0004525436,0.0003196126],"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":[0.0001265139,0.00003737431,0.00307271,0.0006447987,0.00008357326,0.00003235396,0.00001384527,0.0004685878,0.0003701301,0.000326162,0.9896529,0.005171106],"study_design_scores_gemma":[0.0005370802,0.00005303757,0.01946156,0.0004141135,0.0001706132,0.0002828404,0.00005335682,0.003650526,0.001601742,0.002597721,0.9711198,0.00005759963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.0006220234,0.0002116963,0.0002753414,0.000148546,0.00005332227,0.00001578523,0.9966446,0.0009236144,0.001104958],"genre_scores_gemma":[0.001559165,0.0001021507,0.0005943012,0.000104022,0.00001407696,0.00003665191,0.9962873,0.00008809778,0.001214237],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04655433,"threshold_uncertainty_score":0.1557397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211417032409549,"score_gpt":0.3202054102301206,"score_spread":0.2990637069891657,"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."}}