{"id":"W2999876047","doi":"10.5489/cuaj.6401","title":"Possible drug-induced, vision-threatening maculopathy secondary to chronic pentosan polysulfate sodium (Elmiron®) exposure","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Biomedical Research and Pathophysiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Maculopathy; Drug; Medicine; Pharmacology; Diabetes mellitus; Retinopathy; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007824281,0.000221025,0.000459848,0.0002410823,0.0004092712,0.000136534,0.000301547,0.0003740347,0.003414942],"category_scores_gemma":[0.001544549,0.0001731122,0.0002175755,0.0005311301,0.00005174576,0.0001185084,0.00007739363,0.001746343,0.0007035661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122381,"about_ca_system_score_gemma":0.002186104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004625313,"about_ca_topic_score_gemma":0.0004564355,"domain_scores_codex":[0.9969318,0.0003182933,0.000465822,0.0004210407,0.000723347,0.00113971],"domain_scores_gemma":[0.9944807,0.0001466172,0.0001764488,0.0001481355,0.0002578977,0.004790199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001664766,0.0002851103,0.2428342,0.0001463673,0.0006390643,0.00590693,0.001907606,0.00005898133,0.2235795,0.0002302938,0.3097225,0.2130247],"study_design_scores_gemma":[0.004095279,0.007404678,0.7498229,0.0000747895,0.00009723251,0.0004157524,0.0002140911,0.0005549839,0.001185302,0.0005824127,0.2350621,0.0004904778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7369245,0.0006650118,0.00008021336,0.2592341,0.0003380034,0.0003179768,0.00006674968,0.00005023992,0.002323208],"genre_scores_gemma":[0.9601058,0.0001066314,0.0002178999,0.03697487,0.001915729,0.00001228804,0.00005725098,0.00002295213,0.0005865472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5069887,"threshold_uncertainty_score":0.9974961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734572856157713,"score_gpt":0.2660665160137821,"score_spread":0.248720787452205,"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."}}