{"id":"W1143943213","doi":"10.1016/j.clae.2015.05.002","title":"Contact lens fitting and training in a child and youth population","year":2015,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Alcon","keywords":"Medicine; Contact lens; Population; Optometry; Physical therapy; Ophthalmology","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":[0.0003050466,0.0002363099,0.0003839545,0.001129705,0.002093864,0.001068958,0.0003661258,0.0005805815,0.002667703],"category_scores_gemma":[0.001235542,0.0003025782,0.0005163102,0.00122529,0.0004753923,0.0005701989,0.0009550524,0.0008006697,0.000309551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184841,"about_ca_system_score_gemma":0.001612597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07814331,"about_ca_topic_score_gemma":0.1378387,"domain_scores_codex":[0.9995401,0.00006306761,0.0000333374,0.00004257563,0.000078968,0.000241889],"domain_scores_gemma":[0.999466,0.00005726628,0.0001305099,0.0000123442,0.0001137824,0.0002201759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003697517,0.0003346283,0.9938149,0.000008833773,0.000007901457,0.000706557,0.002049809,0.00001389737,0.0002084537,0.00004064338,0.000174293,0.002603147],"study_design_scores_gemma":[0.000008256914,0.0003254836,0.9836525,0.0000158244,0.00001814503,0.001298456,0.01409958,0.00010298,0.00008967623,0.00002576628,0.0003581595,0.000005114285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995705,0.00004045525,0.000009183877,0.00004373034,0.000002223749,0.000005762447,0.00003817263,9.530983e-7,0.0002889171],"genre_scores_gemma":[0.9993429,0.0001244715,0.00002843599,0.00004147134,0.00000502427,0.000008248635,0.00006941772,0.000001434864,0.0003787523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07814331,"threshold_uncertainty_score":0.1553769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323958590009721,"score_gpt":0.2702512490268827,"score_spread":0.2370116631267855,"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."}}