{"id":"W4291021476","doi":"10.1001/jamaophthalmol.2022.3026","title":"Risk of Ocular Adverse Events With Taxane-Based Chemotherapy","year":2022,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia","funders":"","keywords":"Medicine; Taxane; Docetaxel; Cabazitaxel; Oncology; Internal medicine; Hazard ratio; Paclitaxel; Breast cancer; Adverse effect; Cancer registry; Cancer; Surgery; Confidence interval; Androgen deprivation therapy; Prostate cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00141602,0.0001875226,0.0002228866,0.0007312643,0.0003081359,0.0004865294,0.0002650789,0.0002709489,0.002240235],"category_scores_gemma":[0.006642815,0.0001260124,0.0007021025,0.0009530754,0.0002277777,0.0003599974,0.000575661,0.0004721784,0.0001416767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696161,"about_ca_system_score_gemma":0.0004973322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002053998,"about_ca_topic_score_gemma":0.003581675,"domain_scores_codex":[0.9981973,0.0004894684,0.0002814579,0.0002862967,0.0006233552,0.0001221308],"domain_scores_gemma":[0.9898598,0.00180648,0.006945487,0.0004732287,0.0004912051,0.0004237608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001237372,0.00001770451,0.9961598,0.00002130429,0.00009668904,0.00005563139,0.00001238092,0.00003916599,0.00009714424,0.00002083155,0.00007126683,0.003284412],"study_design_scores_gemma":[0.00001717817,0.0001850546,0.9980947,0.00002544208,0.00008899106,0.0007448274,0.00003289976,0.0001912842,0.000139415,0.00005335267,0.0004226027,0.000004132999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945236,0.001769687,0.0004124324,0.0001446899,0.00001007977,0.00007813895,0.0009728885,0.00001013001,0.002078303],"genre_scores_gemma":[0.9983289,0.000474365,0.0004109222,0.00004740335,0.00002137662,0.00002335175,0.0004260383,0.000002182033,0.0002653422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002240235,"threshold_uncertainty_score":0.00749433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225948064985337,"score_gpt":0.265892382826054,"score_spread":0.2536329021762006,"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."}}