{"id":"W2181345765","doi":"10.1177/112067210701700413","title":"Health Care Supply for Cataract in Austrian Public and Private Hospitals","year":2007,"lang":"en","type":"article","venue":"European Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Medicine; Optometry; Cataract surgery; Public health; Medical emergency; Ophthalmology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002496023,0.0001612431,0.0005703991,0.0003577068,0.0001037551,0.00001146337,0.0001201212,0.00005220117,0.00003821347],"category_scores_gemma":[0.0004092448,0.0001312813,0.00009940529,0.0001614318,0.0001612015,0.0001143145,0.00006578559,0.0003423633,0.000006775917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009048723,"about_ca_system_score_gemma":0.0001100359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005761957,"about_ca_topic_score_gemma":7.606478e-7,"domain_scores_codex":[0.998226,0.0002760911,0.0007338268,0.0001850343,0.0001143148,0.0004646827],"domain_scores_gemma":[0.9988397,0.000193214,0.0004132803,0.0001312544,0.0001679562,0.0002545906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00102167,0.0002931941,0.9826955,0.0001607164,0.0001182332,0.008083184,0.001661248,4.197138e-7,0.0001324697,0.0001538245,0.0007726409,0.004906931],"study_design_scores_gemma":[0.003380684,0.01385278,0.9387582,0.0001113414,0.0000277597,0.04038224,0.001055244,4.595653e-7,0.00005091405,0.0000389985,0.002243278,0.00009812517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885061,0.003093566,0.00006758074,0.005919734,0.000356214,0.0003391347,0.000007756753,0.000006537763,0.001703418],"genre_scores_gemma":[0.9974126,0.0000766559,0.001771907,0.0002735328,0.0002624911,0.000001231685,0.00001186571,0.0000267549,0.0001630163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04393729,"threshold_uncertainty_score":0.5353494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05053770392932262,"score_gpt":0.3787867443287199,"score_spread":0.3282490403993973,"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."}}