{"id":"W2940261599","doi":"10.1016/j.envpol.2019.03.053","title":"A rapid zebrafish embryo behavioral biosensor that is capable of detecting environmental β-blockers","year":2019,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Medicines for Malaria Venture","keywords":"Bioassay; Zebrafish; Danio; Embryo; Pharmacology; Biology; Toxicology; Ecology; Fishery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002928793,0.0007553279,0.0003535431,0.0003145618,0.0001641233,0.0002607919,0.000841363,0.0009308574,0.00200765],"category_scores_gemma":[0.0002973903,0.0004781404,0.0004510397,0.0001565702,0.0002551862,0.000303521,0.0003879814,0.0008580883,0.001084994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004898247,"about_ca_system_score_gemma":0.0006994169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733904,"about_ca_topic_score_gemma":0.004126623,"domain_scores_codex":[0.9996758,0.00001803874,0.00001529104,0.00007420249,0.0001754648,0.00004138957],"domain_scores_gemma":[0.9998317,0.00002843669,0.00005305398,0.00001494658,0.00004163508,0.00003033089],"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":[0.00001221255,0.000005246204,0.00005067254,0.00001341111,0.000001736261,0.00001005751,0.000002355195,0.0000129438,0.9989286,0.00002743914,0.00007765408,0.0008575831],"study_design_scores_gemma":[0.00001424293,0.000146952,0.00156181,0.000005047729,0.00001532983,0.0001610872,0.000008170481,0.001003905,0.9942871,0.0000277337,0.002756046,0.0000126769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6362007,0.002946645,0.3346164,0.001681689,0.0006318793,0.0007738482,0.004137719,0.005459026,0.01355208],"genre_scores_gemma":[0.662468,0.003225914,0.2857867,0.001209521,0.0000935722,0.001218064,0.003565593,0.0003264662,0.04210615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00200765,"threshold_uncertainty_score":0.006716311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032628181440543,"score_gpt":0.2436140997571217,"score_spread":0.2232878179427163,"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."}}