{"id":"W4391024872","doi":"10.15353/cjo.v49i2.4548","title":"Sight Enhancement Services - A Safety Net or a Spider's Web?","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sight; Spider; Net (polyhedron); Computer science; Business; World Wide Web; Astronomy; Physics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001427565,0.0002478723,0.0001839831,0.001142626,0.0009636639,0.004108917,0.0005563969,0.001523091,0.01469693],"category_scores_gemma":[0.002154622,0.00008573241,0.0002010542,0.001011664,0.001350263,0.005992366,0.001621554,0.00123569,0.002969444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800303,"about_ca_system_score_gemma":0.003207154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004811686,"about_ca_topic_score_gemma":0.009068131,"domain_scores_codex":[0.9992328,0.0001575145,0.00003705269,0.00004607448,0.0004249584,0.0001016046],"domain_scores_gemma":[0.9982353,0.0006936371,0.0001800005,0.00004797649,0.0004823898,0.000360572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004442404,0.00007268772,0.001018403,0.001198044,0.000009986135,0.0002799037,0.0004878624,0.0001606659,0.0008025953,0.1068447,0.1448759,0.7442049],"study_design_scores_gemma":[0.000003714777,0.00003871761,0.0005865124,0.0006384593,0.000005761069,0.0005385087,0.0006312796,0.0001066111,0.0002312156,0.007346754,0.9898636,0.000008913988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01284569,0.294304,0.01827433,0.2057406,0.01705073,0.0001694818,0.0003011694,0.00110987,0.4502042],"genre_scores_gemma":[0.1478855,0.5500468,0.02548095,0.05616723,0.01145934,0.0001103832,0.0004102285,0.0003185477,0.208121],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01469693,"threshold_uncertainty_score":0.04916614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179324611323178,"score_gpt":0.3436342018476848,"score_spread":0.325701740715367,"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."}}