{"id":"W2322115702","doi":"10.1097/opx.0b013e31822f4b9c","title":"Prescribing for Hyperopia in Childhood and Teenage by Academic Optometrists","year":2011,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Anisometropia; Medicine; Strabismus; Optometry; Astigmatism; Medical prescription; Pediatrics; Pediatric ophthalmology; Ophthalmology; Refractive error; Eye disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000944945,0.0001119836,0.000216562,0.0005435587,0.0002572483,0.0000184723,0.0001076128,0.00009095929,0.00001685768],"category_scores_gemma":[0.0004878665,0.00008461697,0.0000198628,0.00110379,0.0005647458,0.0003550663,0.0001653069,0.0001917974,0.000002939958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001685321,"about_ca_system_score_gemma":0.00002187422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006744999,"about_ca_topic_score_gemma":4.230229e-8,"domain_scores_codex":[0.9989028,0.00001629149,0.0001876366,0.000398869,0.0001927977,0.0003015969],"domain_scores_gemma":[0.9995117,0.0001233358,0.00004926027,0.0001172027,0.00004607774,0.000152376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001291829,0.0002387207,0.9776739,0.00007819704,0.000007253663,0.000003362727,0.0008194837,1.890685e-8,0.01267086,0.00009112468,0.0001929492,0.008094923],"study_design_scores_gemma":[0.001279354,0.0013625,0.9894418,0.0001461123,0.0000156607,0.00006059393,0.0003186133,0.00009939252,0.006935271,0.00006395444,0.0001716549,0.0001051253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967192,0.001652377,0.0001284389,0.0001325536,0.0000901819,0.0003421447,0.000005676612,0.00001840849,0.0009110064],"genre_scores_gemma":[0.9976264,0.0004846084,0.001430788,0.0001898822,0.00001986164,0.00001379082,0.000001356417,0.000005812162,0.0002275543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01176785,"threshold_uncertainty_score":0.345058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04540872232916047,"score_gpt":0.4624017425976836,"score_spread":0.4169930202685231,"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."}}