{"id":"W2000103861","doi":"10.1097/opx.0000000000000512","title":"Low‐vision Service Provision by Optometrists","year":2015,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Optometric Education Trust Fund","keywords":"Referral; Medicine; Optometry; Eye care; Macular degeneration; Family medicine; Primary care; Ophthalmology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001619125,0.0001897187,0.0001790111,0.001302965,0.003043114,0.001449617,0.001065384,0.0004490132,0.006064554],"category_scores_gemma":[0.009801937,0.0003057282,0.0002275687,0.002443769,0.001054031,0.0004075315,0.001218949,0.0006081388,0.0005113793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01882046,"about_ca_system_score_gemma":0.03973275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8961983,"about_ca_topic_score_gemma":0.9378589,"domain_scores_codex":[0.9965042,0.0004707697,0.0002058165,0.0003070866,0.00144832,0.001063803],"domain_scores_gemma":[0.9865455,0.001132962,0.002955224,0.0003120425,0.004728955,0.004325381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000139341,0.0001114415,0.9399205,0.0002447841,0.000023963,0.0004474096,0.006880041,0.0001665693,0.0008151603,0.0002294953,0.007838121,0.04318308],"study_design_scores_gemma":[0.00002975134,0.0001232633,0.9732444,0.0002867363,0.00002404188,0.0008402925,0.01313209,0.0004773456,0.0002212605,0.00007617192,0.01151757,0.0000271201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841368,0.0008451297,0.0001302535,0.002320709,0.00003509362,0.00008125963,0.0006344221,0.00002854634,0.01178774],"genre_scores_gemma":[0.9963109,0.0006258335,0.000356412,0.0006237147,0.00001650571,0.00002360923,0.0002235346,0.000007355935,0.001812221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8961983,"threshold_uncertainty_score":0.2088259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03365783630870105,"score_gpt":0.4892176798346901,"score_spread":0.455559843525989,"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."}}