{"id":"W3088290737","doi":"10.1371/journal.pone.0237788","title":"Catquest-9SF questionnaire and eCAPS: Validation in a Canadian population","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Trillium Health Centre; University of Toronto","funders":"Bausch Health; Valeant Pharmaceuticals International","keywords":"Population; Biology; Statistics; Environmental health; Medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006555816,0.0004842172,0.0004251905,0.001805425,0.001440175,0.0006948903,0.001065383,0.0005625214,0.003613616],"category_scores_gemma":[0.01203221,0.0002628381,0.0009873159,0.002404822,0.000782401,0.0005572017,0.001038584,0.0006447966,0.0005718739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008328836,"about_ca_system_score_gemma":0.01801788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7408062,"about_ca_topic_score_gemma":0.8051211,"domain_scores_codex":[0.9969214,0.0004770454,0.0003701572,0.0002487365,0.001627955,0.0003547847],"domain_scores_gemma":[0.9908568,0.001053909,0.001139099,0.0003382253,0.005870643,0.0007411911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003182463,0.000316563,0.9509518,0.0002545903,0.0000766935,0.0002228986,0.002577637,0.0003359049,0.0006712721,0.0002582451,0.005621752,0.03839453],"study_design_scores_gemma":[0.00005098038,0.0001930373,0.9950131,0.0000590374,0.00001986167,0.0002626129,0.0008484503,0.0004052641,0.0001645855,0.00003721135,0.002927567,0.00001827096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869561,0.0004308688,0.0008998989,0.0003799292,0.00002425083,0.00110081,0.005439789,0.00003213173,0.004736153],"genre_scores_gemma":[0.980675,0.0006253612,0.006878911,0.0003685177,0.00001693529,0.001394356,0.007705249,0.00002254623,0.002313008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2591938,"threshold_uncertainty_score":0.5214405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07702169560354609,"score_gpt":0.3155237199708283,"score_spread":0.2385020243672822,"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."}}