{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003834898,0.001044401,0.001772414,0.002274146,0.001667501,0.004750486,0.00171653,0.005852804,0.05826698],"category_scores_gemma":[0.009922309,0.0003406857,0.001518144,0.001347382,0.002235286,0.00852145,0.00321028,0.01325718,0.02404658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470968,"about_ca_system_score_gemma":0.004677413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926014,"about_ca_topic_score_gemma":0.009115929,"domain_scores_codex":[0.997162,0.0008693577,0.0002549126,0.0003221513,0.00108783,0.0003039335],"domain_scores_gemma":[0.9905747,0.002449012,0.0007192004,0.0006267989,0.003102062,0.002528251],"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":[0.0002395736,0.0001805922,0.0004671218,0.001570214,0.00006227245,0.0003522343,0.0002363087,0.00007118529,0.0006655759,0.009328757,0.7535371,0.233289],"study_design_scores_gemma":[0.00004402145,0.0001481334,0.000446825,0.002018512,0.0000382616,0.0004749214,0.0002207728,0.00004137772,0.0001154694,0.005391425,0.9910375,0.00002276355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001359737,0.2321107,0.00307676,0.6221365,0.08287201,0.0001193763,0.0007216319,0.0007960307,0.0568073],"genre_scores_gemma":[0.01898493,0.3856926,0.009882952,0.3636651,0.09064288,0.0002093267,0.0009119514,0.0008200912,0.1291902],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05826698,"threshold_uncertainty_score":0.1949224,"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."}}