{"id":"W4388016829","doi":"10.14434/hindsight.v54i1.36693","title":"Development of Optometry in Taiwan","year":2023,"lang":"en","type":"article","venue":"Hindsight","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Optometry; Eye care; Legislature; Medicine; Political science; Law","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":[0.0009040181,0.000110924,0.00009090324,0.0009614323,0.000801789,0.001255417,0.0002901271,0.0003339741,0.002898171],"category_scores_gemma":[0.00173332,0.0001232576,0.0001998282,0.001380001,0.0004199785,0.0008374003,0.001146594,0.0007793973,0.0003633245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001518849,"about_ca_system_score_gemma":0.005148208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02257363,"about_ca_topic_score_gemma":0.02625181,"domain_scores_codex":[0.999474,0.0001397068,0.00006157679,0.00006781959,0.0001045724,0.0001523452],"domain_scores_gemma":[0.9988524,0.00009453444,0.0002538888,0.0000623318,0.0003160885,0.0004207493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001167015,0.000541018,0.8314279,0.0003647382,0.00003841282,0.005743758,0.0192311,0.0002553671,0.004342406,0.01758909,0.01042713,0.1099223],"study_design_scores_gemma":[0.00002603505,0.0004355385,0.9267468,0.0003699638,0.00002318411,0.002046227,0.01675599,0.0004741161,0.0008514696,0.0007756514,0.05146553,0.00002943393],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545164,0.002671263,0.0002693337,0.008629008,0.0001386501,0.00007471278,0.000235225,0.00001966741,0.03344574],"genre_scores_gemma":[0.9905359,0.002440211,0.0004127246,0.0008531125,0.00005595358,0.00003789592,0.0001636126,0.000006123369,0.005494437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02257363,"threshold_uncertainty_score":0.04488444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163804166692886,"score_gpt":0.4101767765128659,"score_spread":0.358538734845937,"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."}}