{"id":"W2003327470","doi":"10.1097/01.opx.0000179970.68043.52","title":"Optometric Visionary Completes an Historic Era","year":2005,"lang":"en","type":"editorial","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Houston","keywords":"Optometry; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004603554,0.0004141907,0.0008502509,0.004631106,0.001141815,0.0001680998,0.0007956664,0.0009540974,0.0004924424],"category_scores_gemma":[0.003483706,0.0003340317,0.0001047674,0.007187238,0.001517608,0.0008085294,0.0005326044,0.002261148,0.0002246751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005033798,"about_ca_system_score_gemma":0.001657674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002869779,"about_ca_topic_score_gemma":2.237079e-7,"domain_scores_codex":[0.9933494,0.0001718495,0.000600651,0.001495522,0.003393741,0.0009888414],"domain_scores_gemma":[0.994639,0.001870844,0.000225417,0.0008818414,0.001076537,0.001306374],"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":[0.001027593,0.001440046,0.009571783,0.001314045,0.00002688117,0.0002176751,0.0001471301,9.303332e-7,0.001219385,0.00004981714,0.8381277,0.146857],"study_design_scores_gemma":[0.00149398,0.005708071,0.08585101,0.0004955299,0.00005065449,0.0002000683,0.00005414862,0.00112072,0.00009170222,0.00002569276,0.9044076,0.0005008845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.3292023,0.008879366,0.00005753098,0.0005650752,0.6553464,0.0008252215,0.0001046318,0.000151503,0.004867978],"genre_scores_gemma":[0.436181,0.002310767,0.003548027,0.0002323206,0.5516117,0.00002678621,0.000211157,0.00006056158,0.005817682],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1463562,"threshold_uncertainty_score":0.9999112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0698238530227421,"score_gpt":0.5961011982844266,"score_spread":0.5262773452616846,"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."}}