{"id":"W2174866142","doi":"10.1097/opx.0000000000000750","title":"A Proposed Model for Integrated Low‐Vision Rehabilitation Services in Canada","year":2015,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rehabilitation; Triage; Multidisciplinary approach; Government (linguistics); Vision rehabilitation; Medicine; Visual impairment; Optometry; Medical emergency; Physical therapy; Political science; Psychiatry","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":[0.001029919,0.00008845947,0.0001788605,0.000257991,0.0001354867,0.00002253729,0.00008553548,0.00003732261,0.000003275687],"category_scores_gemma":[0.0004296021,0.00006215945,0.00001452604,0.0009517883,0.0002171751,0.0003369841,0.0000675761,0.000080504,0.000001487974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172455,"about_ca_system_score_gemma":0.0008149599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01731631,"about_ca_topic_score_gemma":0.004788928,"domain_scores_codex":[0.998969,0.00002182406,0.0001852342,0.0002967315,0.0003203441,0.0002068738],"domain_scores_gemma":[0.9992555,0.000131804,0.00004778478,0.00012187,0.0002828236,0.0001602188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001585251,0.000721831,0.9737405,0.0006990752,0.000009349605,0.000009576184,0.0030052,0.0003584356,0.01095418,0.0001267843,0.0006192686,0.008170524],"study_design_scores_gemma":[0.002129378,0.003135577,0.4413895,0.0004015283,0.0000108672,0.00001459697,0.004171174,0.5472127,0.001052884,0.000290399,0.00007048574,0.0001208957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978328,0.00007711962,0.0004377515,0.0009908874,0.0001153596,0.0004008598,0.000005376381,0.0000107066,0.0001290911],"genre_scores_gemma":[0.9957185,0.000005898277,0.003903062,0.0002021897,0.000008852026,0.00001170767,0.000005035004,0.0000036872,0.000141058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5468543,"threshold_uncertainty_score":0.9892275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274587287773158,"score_gpt":0.4522302313008316,"score_spread":0.4247715025235158,"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."}}