{"id":"W1556053938","doi":"10.1097/opx.0b013e31820efa0f","title":"Survey of Contact Lens Prescribing to Infants, Children, and Teenagers","year":2011,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Orthokeratology; Contact lens; Medicine; Optometry; Lens (geology); Pediatrics; Demography; Ophthalmology; Cornea","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":[0.001067698,0.00008490741,0.0001967821,0.0002828052,0.0001072195,0.00002673436,0.0001031578,0.00003686573,0.00003239208],"category_scores_gemma":[0.000377796,0.00006405149,0.00001868421,0.0009254073,0.000181093,0.0003118962,0.0001261045,0.00008070433,0.000005965539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007856058,"about_ca_system_score_gemma":0.00004585959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004752979,"about_ca_topic_score_gemma":0.000005747228,"domain_scores_codex":[0.9990333,0.00002718345,0.0001562739,0.0002968643,0.0002935407,0.0001927988],"domain_scores_gemma":[0.999332,0.00005627753,0.00004799443,0.0002343126,0.0001371306,0.0001922811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008630398,0.00003766473,0.9516321,0.00001297717,0.000007947118,0.000002209651,0.0003713993,5.973891e-8,0.03846043,0.00006544992,0.00001110249,0.009312394],"study_design_scores_gemma":[0.0003878218,0.000434938,0.9814998,0.0001073535,0.00001284512,0.000006416847,0.00007943446,0.00003926126,0.01732239,0.000002592737,0.00002865753,0.00007848204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970539,0.0003188785,0.0002289845,0.00004099935,0.00005440522,0.0001762139,0.00001081259,0.00001190538,0.00210387],"genre_scores_gemma":[0.9986591,0.0001027513,0.0009695676,0.0002072302,0.000006004021,6.866233e-7,0.000001575525,0.000004679026,0.0000483472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02986775,"threshold_uncertainty_score":0.2611944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03230453789150234,"score_gpt":0.3697866276215142,"score_spread":0.3374820897300118,"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."}}