{"id":"W2294661396","doi":"","title":"Low Vision Service Provision by Optometrist: A Nationwide Survey","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Low vision; Optometry; Service (business); Medicine; Business; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008574263,0.0001898767,0.0002634382,0.001351992,0.001164365,0.000671914,0.000804379,0.0003546868,0.001751855],"category_scores_gemma":[0.002347356,0.0003860826,0.0003992414,0.004065708,0.0004132675,0.0005551933,0.0006989091,0.0006285273,0.0006168481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007517476,"about_ca_system_score_gemma":0.009077287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8988556,"about_ca_topic_score_gemma":0.9450679,"domain_scores_codex":[0.9985456,0.0001363746,0.000138647,0.0001684163,0.0007206283,0.0002902721],"domain_scores_gemma":[0.9970762,0.0001467783,0.0008869204,0.00008574814,0.001258456,0.0005459376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001759751,0.00004110315,0.9966027,0.00003756935,0.00001437938,0.00003983626,0.0004444397,0.00002309249,0.00009448844,0.000006811093,0.0008813911,0.001796702],"study_design_scores_gemma":[0.000002192002,0.00002053468,0.998854,0.00001444437,0.000004552372,0.00003800837,0.0006298776,0.00006071264,0.00001787976,0.000002054871,0.0003526887,0.00000299498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990276,0.00022878,0.0001232483,0.00022343,0.000005881287,0.0001295712,0.007331673,0.00001750391,0.001663936],"genre_scores_gemma":[0.9949763,0.0003571478,0.0003172745,0.0002448116,0.00000763035,0.00008788625,0.003132946,0.000006144411,0.0008698864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8988556,"threshold_uncertainty_score":0.20348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509721731858361,"score_gpt":0.3729968065825272,"score_spread":0.3378995892639436,"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."}}