{"id":"W4321495308","doi":"10.1177/02646196231154471","title":"What do eye care workers do when their patients go blind?","year":2023,"lang":"en","type":"article","venue":"British Journal of Visual Impairment","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blindness; Medicine; Eye care; Government (linguistics); Optometry; Quarter (Canadian coin); Poverty; Family medicine; Political science; Geography; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360891,0.0001990546,0.0004333092,0.0002283155,0.0001355293,0.0002825758,0.0001724277,0.0001180394,0.0002263465],"category_scores_gemma":[0.00007849787,0.0001744155,0.0003712589,0.0003090342,0.00008214544,0.0003444468,0.00008836706,0.0004130396,0.00009366236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669844,"about_ca_system_score_gemma":0.0001467691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003201318,"about_ca_topic_score_gemma":0.00001127707,"domain_scores_codex":[0.9979064,0.00009451517,0.000607119,0.0002089681,0.0007348176,0.0004481312],"domain_scores_gemma":[0.9986891,0.00004099292,0.0002791793,0.0001290222,0.0004765954,0.0003851004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001131002,0.001701721,0.6045256,0.000258199,0.0003524143,0.002101019,0.005669878,0.000009063219,0.0001414433,0.000001885139,0.05602947,0.3280783],"study_design_scores_gemma":[0.007949838,0.005415649,0.9248129,0.005248442,0.0001667118,0.0007929996,0.0434988,0.00002012192,0.0001496908,0.0001049191,0.01157767,0.0002623011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885593,0.00868793,0.00000703186,0.0006921358,0.001319109,0.0004193333,0.00001139767,0.00004212929,0.0002616051],"genre_scores_gemma":[0.9934049,0.00519197,0.00009666001,0.000343989,0.0002964097,0.000008021656,0.00004410634,0.00004399871,0.0005699474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.327816,"threshold_uncertainty_score":0.7112457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173185670410174,"score_gpt":0.2981434659744165,"score_spread":0.2864116092703148,"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."}}