{"id":"W2810797144","doi":"10.5430/jnep.v8n11p47","title":"Pediatric vision screening: The Colorado school nurse experience","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Optometry; Medicine; Screening test; Perspective (graphical); Medical screening; School nurse; Psychology; Medical education; Family medicine; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002677213,0.000276908,0.0003824499,0.0003848552,0.00508608,0.001483201,0.001013561,0.001202263,0.002481769],"category_scores_gemma":[0.006875633,0.0005732439,0.0002139944,0.00057803,0.001214851,0.001315937,0.002164297,0.002041325,0.0003050056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004929247,"about_ca_system_score_gemma":0.0100072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07296964,"about_ca_topic_score_gemma":0.2686195,"domain_scores_codex":[0.9967105,0.001330743,0.0001761099,0.0002572221,0.000690427,0.0008349716],"domain_scores_gemma":[0.9919811,0.001808673,0.001239062,0.0001802576,0.001750558,0.003040385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002174385,0.001507218,0.4719245,0.0006471876,0.00004025942,0.02853766,0.3436385,0.0003610065,0.002337037,0.001184364,0.04851998,0.1010849],"study_design_scores_gemma":[0.00003940839,0.001959473,0.2823068,0.0009662854,0.00005442202,0.02968551,0.5769289,0.0006039796,0.00107684,0.0003253531,0.1059476,0.0001054448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724953,0.003130594,0.0005681547,0.008503437,0.0002817953,0.0001329573,0.00008192104,0.00004597493,0.01475991],"genre_scores_gemma":[0.9849097,0.004127144,0.00153189,0.004382476,0.0001104524,0.00009810305,0.00009299466,0.00003090443,0.004716386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07296964,"threshold_uncertainty_score":0.1450898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2500440907619897,"score_gpt":0.6260126485684209,"score_spread":0.3759685578064311,"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."}}