{"id":"W2920216425","doi":"10.1167/iovs.18-25967","title":"IMI – Report on Experimental Models of Emmetropization and Myopia","year":2019,"lang":"en","type":"review","venue":"Investigative Ophthalmology & Visual Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":471,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Eye Institute; U.S. Department of Veterans Affairs","keywords":"Optometry; Identification (biology); Neuroscience; Retinal; Disease; Refractive error; Eye development; Animal model; Ophthalmology; Medicine; Psychology; Biology; Eye disease; Pathology; Endocrinology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007767908,0.0005703214,0.002223024,0.0006391203,0.0002669986,0.00001936569,0.0003860569,0.0004081387,0.00006296981],"category_scores_gemma":[0.0009266187,0.0004315492,0.0002309751,0.001045175,0.006233328,0.0002820745,0.0006004944,0.0004995006,0.00004204142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002354714,"about_ca_system_score_gemma":0.0009482636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002811318,"about_ca_topic_score_gemma":5.927923e-8,"domain_scores_codex":[0.9965617,0.0002566584,0.0008836081,0.00119219,0.0005793915,0.0005264656],"domain_scores_gemma":[0.9976476,0.0003099709,0.0008478441,0.0006355966,0.0002599767,0.0002989905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.003399285,0.04423726,0.2671127,0.2510516,0.01297713,0.03758263,0.02076645,0.0001319782,0.1072815,0.05030233,0.00331332,0.2018438],"study_design_scores_gemma":[0.01316073,0.2791641,0.1179132,0.1879076,0.01559701,0.2049657,0.004436596,0.002257032,0.1021844,0.02336633,0.03711211,0.01193518],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5124041,0.4838808,8.366947e-7,0.00005162081,0.0003848872,0.001081792,0.0000131448,0.00002471443,0.002158127],"genre_scores_gemma":[0.5988172,0.3984545,0.0008141258,0.0001566049,0.0001461471,0.0001934095,0.00009550202,0.0000763373,0.001246145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2349268,"threshold_uncertainty_score":0.9998136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703151029176364,"score_gpt":0.4614541656234225,"score_spread":0.291139062705786,"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."}}