{"id":"W2763229280","doi":"10.1039/c7lc00786h","title":"A microfluidic device for partial immobilization, chemical exposure and behavioural screening of zebrafish larvae","year":2017,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Fondation Brain Canada","keywords":"Zebrafish; Microfluidics; Nanotechnology; Chemistry; Biology; Biochemistry; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001970504,0.00009574107,0.0001193308,0.00002221313,0.000159544,0.00004346661,0.0002810578,0.0001335815,0.00001156371],"category_scores_gemma":[0.0006604949,0.00008967069,0.00005503227,0.00003189872,0.0002370363,0.00000529623,0.000144658,0.00007270576,0.000001800289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005104035,"about_ca_system_score_gemma":0.00004973017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002730573,"about_ca_topic_score_gemma":0.00001411512,"domain_scores_codex":[0.9991862,0.00002231211,0.000167689,0.0002798008,0.0001367702,0.0002072342],"domain_scores_gemma":[0.9992127,0.00002951049,0.00009906702,0.0004138441,0.0001114448,0.0001333634],"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":[0.0001299663,0.00008089934,0.00903381,0.00002723519,0.00002303267,4.821384e-7,0.00001785817,8.293022e-8,0.983022,0.0002392525,0.003546615,0.003878793],"study_design_scores_gemma":[0.001153308,0.0002711305,0.02129681,0.00002869427,0.00001752295,0.000003543964,0.00001723412,0.00004161437,0.9569901,0.00008967938,0.01997604,0.0001143199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963668,0.0004876171,0.001745136,0.0008143616,0.00002299298,0.0003401994,0.000108173,0.000008087912,0.0001066424],"genre_scores_gemma":[0.9980931,0.0001263998,0.0009904031,0.0002180729,0.0001299905,0.000118794,0.0002110689,0.00001704131,0.00009516498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02603187,"threshold_uncertainty_score":0.3656664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989748621499122,"score_gpt":0.3127587278763953,"score_spread":0.2828612416614041,"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."}}