{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002743359,0.0002701284,0.0007636033,0.001221763,0.002284461,0.002338387,0.0007370586,0.002822841,0.006070199],"category_scores_gemma":[0.02415206,0.0002790013,0.0005786273,0.000888049,0.001251683,0.003908744,0.001381592,0.001902358,0.002245935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393565,"about_ca_system_score_gemma":0.002989976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216355,"about_ca_topic_score_gemma":0.02112016,"domain_scores_codex":[0.9976306,0.0009456943,0.0002463563,0.0001636409,0.0005036003,0.0005100762],"domain_scores_gemma":[0.9912589,0.002716405,0.00252411,0.000198505,0.00133045,0.001971697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004424921,0.000681429,0.3812279,0.005126142,0.000202261,0.002249532,0.0672887,0.000112443,0.001013491,0.0006468651,0.1317167,0.4092921],"study_design_scores_gemma":[0.0001458097,0.001361765,0.4427746,0.01183253,0.0002705678,0.00798381,0.3680018,0.0002662471,0.0007988056,0.001913882,0.1643327,0.0003174691],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.680977,0.06405792,0.001008027,0.2000437,0.003674366,0.0003778963,0.001410198,0.0001941729,0.04825682],"genre_scores_gemma":[0.8873532,0.04684064,0.001734131,0.05417967,0.001410553,0.0003147869,0.0005833325,0.00008410998,0.007499572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01216355,"threshold_uncertainty_score":0.02418548,"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."}}