{"id":"W4411366214","doi":"10.58931/cect.2025.4154","title":"Common Side Effects With Glaucoma Medications","year":2025,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Glaucoma; Medicine; Side effect (computer science); Ophthalmology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003846049,0.0001349957,0.000220665,0.0002496147,0.0001558489,0.00001347679,0.0001147244,0.000104802,0.00005855909],"category_scores_gemma":[0.00006279998,0.0001070648,0.00005746267,0.0003703448,0.0001249004,0.00002431319,0.00001153939,0.000199102,0.00006002004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289123,"about_ca_system_score_gemma":0.001142046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03981606,"about_ca_topic_score_gemma":0.3307833,"domain_scores_codex":[0.9991876,0.00003309012,0.0001196046,0.0002039627,0.0001335458,0.0003221931],"domain_scores_gemma":[0.9989292,0.00006167919,0.00002306103,0.0003599279,0.0001205061,0.0005056371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004457564,0.00002673199,0.9506435,0.0004928755,0.0001583975,0.0005354664,0.0008823887,3.711349e-7,0.0002468859,0.003245911,0.02140845,0.02231438],"study_design_scores_gemma":[0.0008376863,0.0001464408,0.8725849,0.0004559743,0.0002222027,0.00001726607,0.001226822,0.00001247179,0.0004260119,0.00008777685,0.1238549,0.0001275379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7717329,0.002464841,0.00004612015,0.01439443,0.0002500192,0.0005579387,0.0000156954,0.00006786575,0.2104702],"genre_scores_gemma":[0.9904543,0.00001780531,0.000124416,0.005435887,0.00004123423,0.00004985771,0.0001255818,0.00001745071,0.003733527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2909672,"threshold_uncertainty_score":0.9665779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002931259227620645,"score_gpt":0.2376323621265288,"score_spread":0.2347011028989082,"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."}}