{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001398623,0.00005405795,0.0001028005,0.0001356198,0.0004465877,0.00003417783,0.00006988225,0.00006357443,0.0001568083],"category_scores_gemma":[0.003544496,0.00003458892,0.00002489675,0.0002657533,0.0001914587,0.0004224007,0.000007925513,0.00038533,0.00001695898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006214934,"about_ca_system_score_gemma":0.0008151713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007051767,"about_ca_topic_score_gemma":1.158281e-7,"domain_scores_codex":[0.9989744,0.0003152756,0.0002333944,0.00008228148,0.0002642481,0.0001304008],"domain_scores_gemma":[0.9978168,0.0007802237,0.0002903502,0.0001126223,0.0007645608,0.0002354464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01511837,0.009374301,0.09060889,0.0001806697,0.00007989362,0.00007941311,0.06112833,6.999857e-7,0.001544113,0.001193348,0.2584797,0.5622123],"study_design_scores_gemma":[0.001436892,0.007398803,0.7012982,0.0007054943,0.0003634735,0.04836565,0.06326835,0.0001228253,0.0002414201,0.0004013907,0.1762657,0.0001317798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159886,0.002419171,0.0001991639,0.06656092,0.0014559,0.0001534366,1.510588e-7,0.000004810307,0.01321788],"genre_scores_gemma":[0.9911331,0.0003962218,0.003624767,0.001882194,0.002080926,0.000002035134,4.236967e-7,0.000006092236,0.0008742612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6106893,"threshold_uncertainty_score":0.4243349,"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."}}