{"id":"W2968182517","doi":"10.1111/jfd.13065","title":"Ocular tissue changes associated with anterior segment opacity in lumpfish (<i>Cyclopterus lumpus</i> L) eye","year":2019,"lang":"en","type":"article","venue":"Journal of Fish Diseases","topic":"Connexins and lens biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Histology; Biology; Cataracts; Lens (geology); Domestication; Ophthalmoscopy; Anatomy; Ophthalmology; Pathology; Medicine; Retinal; Ecology","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":[0.000159805,0.0001584407,0.0003171797,0.00008009996,0.00002780749,0.00002688995,0.0001873467,0.0001144914,0.0000997383],"category_scores_gemma":[0.00009540053,0.0001242852,0.00008410265,0.0000847308,0.00005349979,0.000008842518,0.00006307624,0.0001189835,0.000003125134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003622728,"about_ca_system_score_gemma":0.00009300391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001227787,"about_ca_topic_score_gemma":0.0002775599,"domain_scores_codex":[0.9990307,0.0001015854,0.0002633514,0.0002063565,0.0001535414,0.0002444453],"domain_scores_gemma":[0.9992553,0.00001671092,0.0002772315,0.0001934843,0.0001284159,0.0001288821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008793639,0.0006057756,0.6953206,0.00005959564,0.000330284,0.0003171645,0.00009166506,0.00005079914,0.2908463,0.000002779645,0.003914682,0.007581002],"study_design_scores_gemma":[0.00326179,0.003324792,0.9031742,0.0003483775,0.0001142787,0.00008841119,0.0001717163,0.00001735335,0.03143324,0.0000163639,0.05764275,0.0004067017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974786,0.001115621,0.00002023671,0.0007776391,0.0001885303,0.0001520039,0.00008461763,0.000004682785,0.0001780549],"genre_scores_gemma":[0.997629,0.0004523699,0.00003755968,0.001269814,0.0002007895,0.000004512155,0.00004060792,0.00001624694,0.0003490277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.259413,"threshold_uncertainty_score":0.5068204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0045030530901198,"score_gpt":0.2243436483765018,"score_spread":0.2198405952863819,"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."}}