{"id":"W4234932010","doi":"10.1016/j.jcjo.2018.10.001","title":"F.Y.EYE","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Optometry; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004026954,0.001071685,0.0007025261,0.001407605,0.0009873855,0.001305955,0.0005126382,0.001719334,0.7103668],"category_scores_gemma":[0.002363298,0.0001975763,0.0004944293,0.0007632723,0.0005149561,0.0008669345,0.001085242,0.001406668,0.5101933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006536265,"about_ca_system_score_gemma":0.001084093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01115786,"about_ca_topic_score_gemma":0.01383281,"domain_scores_codex":[0.9995465,0.00003247281,0.0000198885,0.0001646586,0.0001611389,0.0000754146],"domain_scores_gemma":[0.9992232,0.0001279782,0.00004813135,0.00007150502,0.0002772172,0.0002520277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001309193,0.00007498988,0.001666419,0.0003227382,0.00004104124,0.001343918,0.0001125971,0.0001120443,0.00182182,0.003567543,0.4910931,0.4997128],"study_design_scores_gemma":[0.00003110646,0.00002574489,0.001268412,0.0001622233,0.00001612824,0.001491587,0.00007550279,0.0001083215,0.0003040761,0.0006398319,0.9958656,0.00001152217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003222027,0.02203272,0.003697978,0.0177338,0.009062508,0.0001103899,0.003933681,0.003719936,0.936487],"genre_scores_gemma":[0.01529885,0.008323586,0.002185743,0.003750486,0.001267287,0.00005331923,0.001270287,0.0003172993,0.967533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2896332,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519466778351611,"score_gpt":0.302318915778202,"score_spread":0.2671242479946859,"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."}}