{"id":"W1989100148","doi":"10.1371/journal.pone.0000862","title":"A Fully Automated Robotic System for Microinjection of Zebrafish Embryos","year":2007,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":272,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Microinjection; Embryo; Zebrafish; Biology; Microinjections; Cell biology; Bioinformatics; Biomedical engineering; Genetics; Medicine; Gene","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":[0.0003931295,0.00008617141,0.0001580522,0.00007532033,0.00005621083,0.00001024145,0.0001736069,0.000141227,0.000006592734],"category_scores_gemma":[0.000345393,0.00008721923,0.00006491558,0.0001867776,0.00008298555,0.000002386818,0.00005565948,0.00005878252,0.00001482806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003717552,"about_ca_system_score_gemma":0.00009676132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001715268,"about_ca_topic_score_gemma":0.00002549305,"domain_scores_codex":[0.9989768,0.00002214239,0.0002601785,0.0002376318,0.0002253975,0.000277839],"domain_scores_gemma":[0.9991708,0.00004448089,0.00009010066,0.0002918698,0.0002719696,0.0001307855],"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":[0.0001003086,0.0005070373,0.0001577306,0.0003078234,0.0001482108,6.180197e-7,0.000008175946,0.000002916918,0.9964576,0.0000982764,0.001968936,0.0002423424],"study_design_scores_gemma":[0.000531229,0.0003841231,0.001569461,0.0000785747,0.00004801822,0.000004267285,0.00005071192,0.001310199,0.9954104,0.00001797929,0.0005024038,0.00009262571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691537,0.0001465109,0.0285494,0.0002178187,0.00003178778,0.0008968317,0.00004630773,0.0001208666,0.00083676],"genre_scores_gemma":[0.991816,0.000009018981,0.007235499,0.0000455623,0.000159962,0.0001041934,0.000189777,0.00002216971,0.0004177699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02266233,"threshold_uncertainty_score":0.3556697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377212290620795,"score_gpt":0.2757800487982917,"score_spread":0.2520079258920837,"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."}}