{"id":"W4212974829","doi":"10.1101/2022.02.15.22270863","title":"Risk of Ocular Adverse Events with Taxane Based Chemotherapy","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia","funders":"","keywords":"Taxane; Medicine; Docetaxel; Hazard ratio; Internal medicine; Oncology; Adverse effect; Cabazitaxel; Paclitaxel; Retrospective cohort study; Chemotherapy; Breast cancer; Cancer; Confidence interval; Androgen deprivation therapy","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":[0.0006647808,0.0001238665,0.000180159,0.0004717384,0.0001807008,0.0004071384,0.0001553167,0.000191884,0.003112458],"category_scores_gemma":[0.004507088,0.00008770834,0.0004812369,0.0006803148,0.0001722331,0.0002201561,0.0003742799,0.0004084804,0.0001269372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002497116,"about_ca_system_score_gemma":0.0002798495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755463,"about_ca_topic_score_gemma":0.001845742,"domain_scores_codex":[0.9990751,0.0002815362,0.00009045829,0.0001324444,0.0003274825,0.00009284964],"domain_scores_gemma":[0.9937208,0.001442981,0.003969948,0.0002334109,0.0003121025,0.0003207785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001917478,0.00002016333,0.9943973,0.00002821777,0.00007406276,0.0001253432,0.0000126964,0.00005968861,0.0001728203,0.00003364283,0.0001216893,0.004762657],"study_design_scores_gemma":[0.00001450025,0.0002313292,0.9976247,0.0000255241,0.00005652663,0.0009623256,0.00003711133,0.0002019308,0.0001830721,0.00006988287,0.0005896888,0.000003488526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937883,0.002594661,0.0003405268,0.0001688557,0.00001393549,0.00004513788,0.0007370546,0.000009667605,0.002301788],"genre_scores_gemma":[0.9983765,0.0006040689,0.0001992219,0.00003726521,0.00002232428,0.00001172805,0.0002761734,0.000001779062,0.0004709933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003112458,"threshold_uncertainty_score":0.01041222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390890173172341,"score_gpt":0.2669110454505033,"score_spread":0.2530021437187799,"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."}}