{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000274689,0.0002062414,0.0004878498,0.000120698,0.00008980207,0.00006915389,0.00002867477,0.0001100468,0.000007383925],"category_scores_gemma":[0.00008550574,0.0001799958,0.00004651285,0.00007557463,0.00002820345,0.0002833773,0.0000466387,0.0002231452,0.000001801153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003211411,"about_ca_system_score_gemma":0.00003976844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005542943,"about_ca_topic_score_gemma":0.0002642914,"domain_scores_codex":[0.998907,0.00004386572,0.0002977408,0.0003291156,0.0001286829,0.0002935998],"domain_scores_gemma":[0.9995347,0.00002435178,0.000088195,0.0001433723,0.0000386947,0.0001706327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002688105,0.00003548175,0.9585665,0.0000958441,0.00004706004,0.0001127601,0.01550936,1.874871e-7,0.005032985,0.0003589774,0.000002225099,0.01996977],"study_design_scores_gemma":[0.004744044,0.0006817589,0.9786169,0.001183035,0.000108445,0.00008866505,0.01281841,0.0003789608,0.0001144641,0.00002490822,0.0009635043,0.0002768837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992887,0.004057102,0.00001533756,0.0007420674,0.0000959854,0.0002825733,0.0000191673,0.00004081965,0.001859976],"genre_scores_gemma":[0.998392,0.0006612588,0.0000731488,0.0006340932,0.0001055716,0.000003825325,0.00002521179,0.0000250035,0.00007987952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02005039,"threshold_uncertainty_score":0.7340016,"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."}}