{"id":"W4388625525","doi":"10.21203/rs.3.rs-3291076/v1","title":"Risk of glaucoma with bisphosphonate use in patients with osteoporosis","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"Glaucoma Research Society of Canada; Glaucoma Research Foundation","keywords":"Medicine; Bisphosphonate; Osteoporosis; Retrospective cohort study; Diagnosis code; Internal medicine; Medical prescription; Pharmacy; Cohort; Emergency medicine; Family medicine; Population; Environmental health; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032752,0.0003621705,0.0005743916,0.000946939,0.0004940583,0.000942467,0.0003242865,0.00098545,0.008446162],"category_scores_gemma":[0.003534553,0.0004588333,0.001225164,0.001654229,0.0002044436,0.0005692512,0.0004148105,0.001264338,0.0005967265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432303,"about_ca_system_score_gemma":0.0004507831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006765252,"about_ca_topic_score_gemma":0.004985199,"domain_scores_codex":[0.9996375,0.00008220942,0.00004230858,0.00007813298,0.00007448678,0.00008536076],"domain_scores_gemma":[0.9985664,0.0004740248,0.0004743266,0.000122621,0.0001198972,0.0002427397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005069883,0.00008357361,0.9958898,0.00001969847,0.0001695389,0.0002269532,0.00004205978,0.00005177414,0.0001196363,0.00006035493,0.0003201795,0.002509494],"study_design_scores_gemma":[0.00003703734,0.0001469271,0.9976422,0.00001363466,0.0001917513,0.0008201326,0.000146263,0.0003499983,0.00004197609,0.0002410724,0.0003592609,0.000009615806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919798,0.001598029,0.0001495588,0.0004316726,0.0000682294,0.00001353541,0.001707764,0.00001608692,0.004035279],"genre_scores_gemma":[0.9970707,0.0005196405,0.0001230879,0.00008106257,0.0001353118,0.00001046837,0.0006763575,0.000005618728,0.001377786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008446162,"threshold_uncertainty_score":0.02825522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03217356152177712,"score_gpt":0.3215821787459704,"score_spread":0.2894086172241933,"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."}}