{"id":"W4235788553","doi":"10.3399/bjgp10x539335","title":"Visual loss","year":2010,"lang":"en","type":"letter","venue":"British Journal of General Practice","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Computer science; World Wide Web; Data science; Computer graphics (images); Information retrieval","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":[0.0004974462,0.001555731,0.001139979,0.001127735,0.001758211,0.001221463,0.001542447,0.002977553,0.08206217],"category_scores_gemma":[0.00608505,0.0002312027,0.0005942791,0.0006804979,0.0007903795,0.002688178,0.001446438,0.004752483,0.01833461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096115,"about_ca_system_score_gemma":0.001157208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008447224,"about_ca_topic_score_gemma":0.005614014,"domain_scores_codex":[0.9994949,0.00007417781,0.0000232229,0.0001230791,0.0001298204,0.0001546681],"domain_scores_gemma":[0.9986589,0.0003099247,0.0001642974,0.0001669283,0.0004225723,0.0002773409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005085697,0.0003049407,0.003500637,0.0003683798,0.00005342295,0.2407395,0.000681883,0.000658236,0.002693943,0.01122633,0.6335428,0.1057214],"study_design_scores_gemma":[0.0001885922,0.0005438615,0.01242155,0.001576127,0.00003782964,0.4388794,0.0008700227,0.002388171,0.0007566916,0.0127646,0.5294379,0.0001351054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05280928,0.01616397,0.00767557,0.133425,0.01994872,0.0009479329,0.002736327,0.003519789,0.7627735],"genre_scores_gemma":[0.3496025,0.01082941,0.001905295,0.0975397,0.003234333,0.000332005,0.001058131,0.000374649,0.5351241],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08206217,"threshold_uncertainty_score":0.2745253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148006378928379,"score_gpt":0.3176220383254821,"score_spread":0.3028214004326442,"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."}}