{"id":"W1965585875","doi":"10.1016/j.jval.2012.03.1352","title":"PSS8 Productivity Losses Associated with Vision Impairment in Canada","year":2012,"lang":"en","type":"article","venue":"Value in Health","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novartis (Canada); Université de Montréal","funders":"","keywords":"Visual impairment; Productivity; Visual acuity; Medicine; Near vision; Work productivity; Socioeconomic status; Demography; Gerontology; Environmental health; Psychiatry; Surgery; Economics; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003216297,0.0003078889,0.0003642916,0.002590127,0.00219641,0.001656245,0.0009273284,0.000545194,0.006395371],"category_scores_gemma":[0.003054198,0.0002701923,0.0007063618,0.005487224,0.0005647708,0.000311556,0.001106626,0.001299403,0.000407137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02970273,"about_ca_system_score_gemma":0.04681092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938329,"about_ca_topic_score_gemma":0.9934675,"domain_scores_codex":[0.9986185,0.00007574964,0.00009197579,0.00007035585,0.0004225693,0.0007207335],"domain_scores_gemma":[0.9948629,0.0001764845,0.0009750087,0.00004867629,0.002279599,0.001657388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002198109,0.00007160298,0.981488,0.00005579643,0.00007732832,0.0005280731,0.0003785573,0.0005166711,0.00008933208,0.0002995426,0.006848048,0.009427334],"study_design_scores_gemma":[0.000009824186,0.00002425995,0.9967014,0.00003197742,0.00001771062,0.0001465822,0.0009936081,0.0003384826,0.00003138803,0.00003681838,0.001660177,0.000007689297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637875,0.001540419,0.0001023135,0.002880969,0.00008898737,0.00006125568,0.01873062,0.00003030847,0.01277748],"genre_scores_gemma":[0.9922087,0.0008496916,0.00004960396,0.0002012199,0.00002766319,0.00001162842,0.003658146,0.000007529211,0.002985698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02970273,"threshold_uncertainty_score":0.2155095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02862398831394711,"score_gpt":0.2868870698889689,"score_spread":0.2582630815750218,"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."}}