{"id":"W2996342906","doi":"10.1093/intbio/zyz031","title":"Phenotypic chemical and mutant screening of zebrafish larvae using an on-demand response to electric stimulation","year":2019,"lang":"en","type":"article","venue":"Integrative Biology","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Zebrafish; Biology; Neuroscience; Mutant; Stimulation; Cell biology; Phenotype; Genetics; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0004018193,0.0001381749,0.0001956466,0.0001339347,0.00003796068,0.00001023431,0.0001782274,0.0001952338,0.00003410848],"category_scores_gemma":[0.0008276663,0.0001096262,0.00003870106,0.0002273772,0.0001768203,0.000005437813,0.00009400225,0.0001420558,0.00001029595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002666182,"about_ca_system_score_gemma":0.0001000151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002528852,"about_ca_topic_score_gemma":0.000007555771,"domain_scores_codex":[0.9987684,0.0002546526,0.0002073539,0.000419264,0.0001042484,0.0002460642],"domain_scores_gemma":[0.9991822,0.0001630248,0.00007139072,0.0002581626,0.0001662053,0.0001590666],"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":[0.001382092,0.00007366183,0.001736981,0.000003897404,0.00003103276,3.981015e-7,0.0000518333,0.00003442504,0.9930299,0.0004756415,0.00003910164,0.003141028],"study_design_scores_gemma":[0.00059684,0.002199068,0.007630247,0.0000239171,0.000007779369,0.000005823427,0.00008126889,0.003350004,0.9837028,0.0004533865,0.001797021,0.0001518251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679105,0.00006430027,0.03127273,0.0002432119,0.00002050045,0.0003828504,0.00003312006,0.000008680191,0.00006406259],"genre_scores_gemma":[0.996618,0.000008508928,0.002831508,0.0003161998,0.00006363197,0.0000216373,0.00009102907,0.00001416821,0.0000352574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02870752,"threshold_uncertainty_score":0.4470429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029987855200533,"score_gpt":0.3323741269070689,"score_spread":0.3120742483550636,"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."}}