{"id":"W2789595020","doi":"10.1089/zeb.2017.1533","title":"A Simple Method of Cataract Induction in Adult Zebrafish","year":2018,"lang":"en","type":"article","venue":"Zebrafish","topic":"Connexins and lens biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University","funders":"","keywords":"Zebrafish; Lens (geology); Cataracts; Biology; Hydrogen peroxide; Cell biology; Fish <Actinopterygii>; In vivo; Barrel (horology); Ophthalmology; Gene; Biochemistry; Medicine; Genetics; Materials science; Fishery","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":[0.0002429426,0.000120521,0.0001838578,0.00007672729,0.00003493594,0.000007556017,0.0001652912,0.0002097116,0.0001242424],"category_scores_gemma":[0.0001816564,0.0001150259,0.00007206316,0.0001581003,0.000111264,0.000005062946,0.00009390279,0.00009397422,0.00001495287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000103694,"about_ca_system_score_gemma":0.00005311397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005686745,"about_ca_topic_score_gemma":0.00184356,"domain_scores_codex":[0.9990191,0.0001021476,0.0002544188,0.000326076,0.00006801078,0.0002302112],"domain_scores_gemma":[0.9993448,0.00001583146,0.00009857142,0.000336672,0.0001566061,0.00004751847],"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":[0.0001699597,0.0001173985,0.0126817,0.00001559483,0.00003795915,0.000002648043,0.0001850307,0.000002840739,0.9645206,0.0004646279,0.00643538,0.01536623],"study_design_scores_gemma":[0.001011979,0.0009148142,0.05872229,0.00001528954,0.00001531563,0.00003568454,0.0002484563,0.0001113518,0.8319843,0.0004021901,0.1062683,0.0002700339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955637,0.00004616684,0.001280297,0.0001946593,0.000182927,0.0001227642,0.00002522442,0.00001047527,0.002573782],"genre_scores_gemma":[0.9972363,0.00002426312,0.001226349,0.0007336768,0.0004565312,0.00001093323,0.0001278546,0.00001564904,0.0001684585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1325363,"threshold_uncertainty_score":0.469062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122682071806055,"score_gpt":0.2864195027686138,"score_spread":0.2741512955880083,"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."}}