{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047054,0.0001269664,0.0002030779,0.0007871223,0.0001717259,0.0002444366,0.0001812969,0.0002139812,0.0009300989],"category_scores_gemma":[0.0019713,0.0001779963,0.0002439349,0.001031305,0.0001475723,0.0003132161,0.0002229291,0.000288533,0.0002331812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034756,"about_ca_system_score_gemma":0.000508597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02278497,"about_ca_topic_score_gemma":0.02188506,"domain_scores_codex":[0.9995052,0.00009904546,0.0001172988,0.0000603814,0.0001559692,0.00006223836],"domain_scores_gemma":[0.9984086,0.0001626153,0.0009631461,0.00003365917,0.0002157142,0.00021637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001159045,0.00001282495,0.9978172,0.00002538937,0.00001309458,0.00004442954,0.0001678512,0.0000105157,0.0000977361,0.000005466801,0.0001594534,0.001634489],"study_design_scores_gemma":[0.000001565312,0.00004942827,0.9989331,0.00001992477,0.000005877496,0.0002152475,0.0003164636,0.00002701955,0.00004677441,0.000001830023,0.000381502,0.000001221422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997494,0.0005415081,0.00003433997,0.0000612935,0.000003294765,0.00001855837,0.001090887,0.000004120703,0.0007520221],"genre_scores_gemma":[0.9968856,0.00147407,0.0001608437,0.0001348549,0.000008305743,0.00003845484,0.0009863258,0.000002039033,0.0003094411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02278497,"threshold_uncertainty_score":0.04530472,"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."}}