{"id":"W2041705265","doi":"10.1016/j.optm.2010.07.031","title":"“Eye-T”: Information technology adoption and use in Canada’s optometry practices","year":2010,"lang":"en","type":"article","venue":"Optometry","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Optometry; Business; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004868528,0.00009425759,0.0001894439,0.001231003,0.00007288956,0.0000243068,0.00007484415,0.0002703778,0.0001356596],"category_scores_gemma":[0.001889556,0.00008628356,0.00001157035,0.001184526,0.00008657995,0.0006659798,0.00006825945,0.00103289,0.00003528974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583934,"about_ca_system_score_gemma":0.001008536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.129491,"about_ca_topic_score_gemma":0.04853159,"domain_scores_codex":[0.9989952,0.00003398041,0.00025163,0.0001535762,0.0002524935,0.0003131226],"domain_scores_gemma":[0.9991247,0.000212151,0.0001603978,0.0002225874,0.0001280051,0.0001521256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001444704,0.00005064527,0.9891637,0.0001911907,0.000008656457,0.00003652717,0.00002624249,2.357574e-7,0.001027717,0.0001328464,0.0001434885,0.009074289],"study_design_scores_gemma":[0.000709558,0.0001504687,0.9925861,0.00003839077,0.000008128976,0.0002623055,0.0004375884,0.0002314995,0.0008333739,0.00001053758,0.004653946,0.00007808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956334,0.0001032099,0.00001105055,0.002327271,0.0002422312,0.0002795148,0.000006324624,0.000025785,0.001371247],"genre_scores_gemma":[0.9972573,0.00009381065,0.002046645,0.00030792,0.00004251624,0.00001769486,0.00002277962,0.000007168591,0.0002041965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08095938,"threshold_uncertainty_score":0.9688302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05053666898152023,"score_gpt":0.4818235664346392,"score_spread":0.431286897453119,"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."}}