{"id":"W4229725798","doi":"10.1097/opx.0000000000000510","title":"OVS Announces","year":2015,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009105272,0.00006272221,0.0001223292,0.0001906015,0.0002175443,0.00003247493,0.00007255523,0.00003007295,0.00001927163],"category_scores_gemma":[0.0003652415,0.00004200081,0.00001438328,0.0008606103,0.0007733135,0.0002872642,0.0001175006,0.00006944053,0.00005238971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001645694,"about_ca_system_score_gemma":0.00006387426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002207327,"about_ca_topic_score_gemma":2.373565e-8,"domain_scores_codex":[0.9991767,0.00001215694,0.0000871164,0.0002182055,0.000331513,0.0001742552],"domain_scores_gemma":[0.9994612,0.00003821745,0.00002515717,0.00011594,0.0001373085,0.0002222274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001297202,0.0002036058,0.9892672,0.00002734503,0.000006658426,0.00001799572,0.0004227977,3.141582e-7,0.003371786,0.000257813,0.002179258,0.004115555],"study_design_scores_gemma":[0.0007891442,0.002601975,0.9894125,0.00005842358,0.00001315247,0.0002179202,0.0009209581,0.0002424577,0.001415852,0.0001816714,0.004057418,0.00008854368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982808,0.0004392048,0.00004823817,0.0008886875,0.0002273628,0.00006690185,8.37717e-7,0.00002398158,0.01549677],"genre_scores_gemma":[0.9977824,0.00003387591,0.0007135979,0.0003496672,0.00004433544,0.000001756721,5.487657e-7,0.000001723279,0.001072069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497441,"threshold_uncertainty_score":0.2849306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06036237948604393,"score_gpt":0.5222006473592187,"score_spread":0.4618382678731747,"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."}}