{"id":"W2767397535","doi":"10.17269/cjph.108.6062","title":"Weighing in on Canadian school-based vision screening: A call for action","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Public health; Call to action; Population; Medicine; Action (physics); Protocol (science); Optometry; Medical education; Public relations; Psychology; Family medicine; Environmental health; Nursing; Political science; Alternative medicine; Business; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.06109957,0.002804929,0.00648401,0.005106614,0.02433454,0.02332838,0.01821784,0.08880181,0.03940065],"category_scores_gemma":[0.1395241,0.002076905,0.00705234,0.00566477,0.02239016,0.0190268,0.01762497,0.08242156,0.005188049],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08786709,"about_ca_system_score_gemma":0.417969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9383178,"about_ca_topic_score_gemma":0.9650356,"domain_scores_codex":[0.9370667,0.01301593,0.00669266,0.004854122,0.02458178,0.01378869],"domain_scores_gemma":[0.6910203,0.07327809,0.008231781,0.007255029,0.1109172,0.1092976],"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":[0.0001199037,0.0001375229,0.002503969,0.0004800698,0.0001261751,0.0002562625,0.001697172,0.0001735706,0.0002298833,0.004921685,0.9617748,0.02757899],"study_design_scores_gemma":[0.0005747836,0.0002022471,0.02296909,0.01017883,0.0005569251,0.0002873725,0.02605041,0.0008061251,0.0002556092,0.01578131,0.9214175,0.0009197638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007080503,0.004263735,0.0002999309,0.9831184,0.008570646,0.00004971967,0.000169732,0.00009965793,0.002720157],"genre_scores_gemma":[0.01167251,0.005991809,0.003783742,0.9679832,0.005703178,0.0001496277,0.0002741689,0.0001106601,0.004331181],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9121329,"threshold_uncertainty_score":0.6375233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2212830807468759,"score_gpt":0.4619719749699448,"score_spread":0.2406888942230689,"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."}}