{"id":"W3212626256","doi":"","title":"Visual acuity screening by teachers in southern Indian schools: a non-randomized cluster-controlled trial of alternate screening models","year":2020,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Color perception and design","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Optometry; Randomized controlled trial; Cluster randomised controlled trial; Cluster (spacecraft); Visual acuity; Medicine; Psychology; Ophthalmology; Computer science; Surgery","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":[0.005136728,0.002300393,0.005926081,0.001203501,0.001727668,0.001627885,0.003006388,0.002458542,0.01203977],"category_scores_gemma":[0.008572005,0.0019068,0.002832528,0.001299864,0.002894943,0.002238643,0.001421469,0.004200353,0.00101018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003568089,"about_ca_system_score_gemma":0.004753025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02034099,"about_ca_topic_score_gemma":0.0233881,"domain_scores_codex":[0.9925311,0.004215401,0.0005322014,0.00130034,0.0004409143,0.0009800516],"domain_scores_gemma":[0.9925649,0.002629071,0.001360119,0.0009757907,0.0006245087,0.00184552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9693663,0.0232486,0.0006386332,0.0002711684,0.000336395,0.00001144423,0.0001670058,0.000241152,0.0004044888,0.00007367392,0.0001367205,0.005104439],"study_design_scores_gemma":[0.8118169,0.1812404,0.004486516,0.0000603077,0.0006686148,0.000009660861,0.0002210857,0.0008674876,0.0002509107,0.0001564722,0.0001786294,0.00004290959],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940305,0.000543855,0.0004840737,0.0002183808,0.0002521625,0.00347819,0.0002327032,0.00008225176,0.0006777712],"genre_scores_gemma":[0.9914004,0.0004667053,0.001853688,0.0002371749,0.000135563,0.00464263,0.0001709448,0.00001613343,0.00107686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02034099,"threshold_uncertainty_score":0.04044515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0756041929822745,"score_gpt":0.3788487705876039,"score_spread":0.3032445776053294,"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."}}