{"id":"W2078676474","doi":"10.1139/editorial4103","title":"Low vision rehabilitation— a new subspecialty in ophthalmology","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Global socioeconomic and cultural dynamics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Subspecialty; Optometry; Rehabilitation; Ophthalmology; Visual rehabilitation; Medicine; Neuro-ophthalmology; Glaucoma; Physical therapy; Visual acuity; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006650819,0.0001092878,0.000293338,0.0002222274,0.0002206058,0.00004531445,0.0003421145,0.0002565618,0.002948188],"category_scores_gemma":[0.0003686503,0.0001098607,0.0001262911,0.0002658466,0.000468154,0.0002437031,0.000009298824,0.0002421492,0.00005441709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008314734,"about_ca_system_score_gemma":0.002497938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.164701,"about_ca_topic_score_gemma":0.05987208,"domain_scores_codex":[0.9984466,0.0002942036,0.0005000007,0.0001534935,0.000113728,0.0004919979],"domain_scores_gemma":[0.9988386,0.0001744294,0.0002404723,0.00009559137,0.0001608876,0.0004900266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007585018,0.0001501832,0.7800153,0.00001355755,0.00003036203,0.0207486,0.009027968,0.00147969,0.00003623542,0.1618648,0.02492627,0.001631202],"study_design_scores_gemma":[0.001113012,0.0007570841,0.7964242,0.00005431713,0.00001524505,0.02575064,0.006096209,0.00002164263,0.000003889326,0.1445268,0.02488759,0.0003494833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8705784,0.000270384,0.000006631466,0.003829783,0.000946214,0.0001031564,0.000005947184,0.000002476503,0.124257],"genre_scores_gemma":[0.9946423,0.000002731139,0.0006145822,0.00003525718,0.0005449798,0.000001161791,0.00000411291,0.00000802334,0.004146868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1240639,"threshold_uncertainty_score":0.9979632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163821186811638,"score_gpt":0.2877536513622534,"score_spread":0.276115439494137,"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."}}