{"id":"W4401737373","doi":"10.21203/rs.3.rs-4770215/v1","title":"Steatotic liver disease in metastatic breast cancer treated with endocrine therapy and CDK4/6 inhibitor","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences North; Queen's University; University Health Network","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Oncology; Proportional hazards model; Cancer; Population; Incidence (geometry); Cancer registry; Adverse effect; Stage (stratigraphy)","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":[0.0001261001,0.000125237,0.000264695,0.0002906478,0.000126745,0.0002036713,0.00006927512,0.0001960785,0.003515781],"category_scores_gemma":[0.0003330421,0.00007105361,0.0002530043,0.0002411254,0.00009028797,0.000108472,0.0001260526,0.000286256,0.0002718465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322342,"about_ca_system_score_gemma":0.0002084877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129528,"about_ca_topic_score_gemma":0.001405356,"domain_scores_codex":[0.999957,0.00001165853,0.000003265417,0.000006264648,0.00001052651,0.00001140093],"domain_scores_gemma":[0.9999326,0.00002328708,0.00001419097,0.000004968912,0.00000635958,0.00001855325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07368255,0.001267533,0.445262,0.001005982,0.0009031576,0.04984284,0.0002927865,0.003353326,0.04000945,0.002451589,0.03496798,0.3469608],"study_design_scores_gemma":[0.001872951,0.003480642,0.8748958,0.0001913942,0.0009419381,0.05876486,0.0004667291,0.01003576,0.01162285,0.005431532,0.03225117,0.00004445551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735216,0.005678048,0.0009018439,0.001721331,0.0001768373,0.00006777272,0.002403694,0.000102547,0.01542633],"genre_scores_gemma":[0.9931485,0.001349047,0.0006073811,0.0001569321,0.0001141216,0.00001800957,0.001390118,0.00001466636,0.003201211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003515781,"threshold_uncertainty_score":0.01176143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06171905649386,"score_gpt":0.3977860829477099,"score_spread":0.3360670264538499,"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."}}