{"id":"W3136069506","doi":"10.1016/j.ebiom.2021.103280","title":"A new angle on myopia therapeutics: Not just a fishing expedition","year":2021,"lang":"en","type":"letter","venue":"EBioMedicine","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Ophthalmology; Medicine; Optometry; Etiology; Scopus; Visual impairment; MEDLINE; Internal medicine; Political science; Psychiatry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001895945,0.0005087427,0.0009838012,0.0003680445,0.0001636313,0.00002445262,0.0001469152,0.0009400917,0.001994446],"category_scores_gemma":[0.0001143726,0.0003937808,0.0002215711,0.0003217694,0.0001866634,0.00006116053,0.00008377768,0.002042949,0.0002449301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702835,"about_ca_system_score_gemma":0.0002199338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007598606,"about_ca_topic_score_gemma":0.000001778977,"domain_scores_codex":[0.9975277,0.0001031796,0.0004541992,0.0006500066,0.0007023489,0.0005625986],"domain_scores_gemma":[0.9986607,0.0002930452,0.0002023334,0.0005672392,0.0001277058,0.0001489497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000199992,0.0002006535,0.0005684194,0.0005018235,0.0005746843,0.003074718,0.0008674318,4.844232e-8,0.0004595103,0.000007040085,0.9910941,0.002451619],"study_design_scores_gemma":[0.003190476,0.006387062,0.01008401,0.002552142,0.0009984787,0.0006004794,0.0003388384,0.00000668645,0.0004620248,0.00007059824,0.9749151,0.0003940431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008797429,0.001551452,0.0001182521,0.9811344,0.003158958,0.0005444009,0.00004036094,0.0001641633,0.004490611],"genre_scores_gemma":[0.011036,0.0002718162,0.0002933731,0.9009491,0.03092164,0.00004617748,0.002123463,0.00009035163,0.05426805],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08018524,"threshold_uncertainty_score":0.9998514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036935589602915,"score_gpt":0.3778686113126509,"score_spread":0.2741750523523594,"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."}}