{"id":"W1497738667","doi":"","title":"Visual difficulty and employment status in the world","year":2014,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Optometry; Medicine","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":[0.000555028,0.0002643084,0.0003025159,0.002755606,0.0008478392,0.001419749,0.0005171241,0.0005093555,0.004896253],"category_scores_gemma":[0.003324466,0.0002181401,0.0005160026,0.002411423,0.0006638264,0.001122029,0.001245516,0.0007244321,0.0005300402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004602344,"about_ca_system_score_gemma":0.0003529554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02475649,"about_ca_topic_score_gemma":0.0262097,"domain_scores_codex":[0.9995801,0.0001021399,0.00005362175,0.00004534867,0.0000693708,0.0001495113],"domain_scores_gemma":[0.9967791,0.0004370879,0.001462428,0.00009666993,0.0002910217,0.0009337356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001357997,0.0001114704,0.9974349,0.00001091007,0.00004374979,0.0002157282,0.0003568429,0.00003779227,0.0000741792,0.00007456689,0.0001547269,0.001349431],"study_design_scores_gemma":[0.00000380644,0.00008726629,0.9981754,0.00001241782,0.00001226814,0.0002117462,0.001144752,0.00005584419,0.00001640996,0.00004522465,0.0002303166,0.000004529719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997326,0.0004061335,0.00001107859,0.00009853193,0.00001397333,0.000002877926,0.0002451027,0.000001571762,0.001894634],"genre_scores_gemma":[0.9992257,0.0001655526,0.000008768,0.00002367581,0.0000156772,0.000001859,0.000186689,0.00000122252,0.0003707903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02475649,"threshold_uncertainty_score":0.04922479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05120631011185005,"score_gpt":0.3905297418862535,"score_spread":0.3393234317744034,"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."}}