{"id":"W2035810677","doi":"10.1097/01.opx.0000226913.45427.d9","title":"A Foundation for Change in Glaucoma Care","year":2006,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo","funders":"","keywords":"Glaucoma; Foundation (evidence); Scope (computer science); Medical profession; Optometry; Medicine; Scope of practice; Health care; Psychology; Ophthalmology; Political science; Medical education; Law; Computer science","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":[0.0003191259,0.00005335451,0.0000649802,0.0003345606,0.0002317219,0.0001868894,0.00007279878,0.00002473995,0.000009119896],"category_scores_gemma":[0.00004758462,0.00004899117,0.00001424789,0.0008571093,0.0001090491,0.0007549679,0.0000161591,0.00002801955,0.000004433545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007886368,"about_ca_system_score_gemma":0.000006167894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132347,"about_ca_topic_score_gemma":0.00001705571,"domain_scores_codex":[0.9992926,0.00001197731,0.0001111008,0.0002321674,0.0001913841,0.0001608003],"domain_scores_gemma":[0.999712,0.00007007232,0.00004095668,0.00007967235,0.0000666507,0.00003057517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009188656,0.00009110014,0.5623685,0.00005977722,2.764784e-7,3.783554e-7,0.001342551,0.000001891925,0.01579628,0.0009132334,0.0001826554,0.4191514],"study_design_scores_gemma":[0.0005702323,0.0002124961,0.9812652,0.00008644183,0.000003197114,0.000001143472,0.0003278139,0.001880731,0.01279695,0.0004928351,0.002279887,0.00008305639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974867,0.0002027589,0.0003797268,0.0006862427,0.0005715589,0.0002595369,0.000002001892,0.00001628204,0.0003952327],"genre_scores_gemma":[0.9977493,0.000003847535,0.00191483,0.0001861441,0.00008931484,0.00003059786,0.00001104187,0.000003791866,0.00001113503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4190684,"threshold_uncertainty_score":0.1997802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148519228127357,"score_gpt":0.4564520512987396,"score_spread":0.434966859017466,"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."}}