{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003917661,0.0005155479,0.0007775709,0.0009190521,0.00008689301,0.0001289166,0.0001850922,0.0001009424,0.0005922096],"category_scores_gemma":[0.00005145304,0.0003583707,0.0001176584,0.0008223654,0.0004925113,0.00009651177,0.0005868832,0.002139056,0.00003593208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008792828,"about_ca_system_score_gemma":0.001415377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003289449,"about_ca_topic_score_gemma":0.0005055934,"domain_scores_codex":[0.9960917,0.000356788,0.0003528977,0.001097372,0.001242752,0.0008584684],"domain_scores_gemma":[0.99781,0.0002238352,0.00007032742,0.0007605885,0.0005338517,0.0006013617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04220949,0.00254902,0.5013772,0.03800128,0.003224547,0.02871708,0.004862652,0.001384323,0.002224461,0.000691071,0.0006305263,0.3741283],"study_design_scores_gemma":[0.01254407,0.001415094,0.9360864,0.03347097,0.0004652137,0.000632993,0.00124941,0.003686356,0.001245542,0.003766363,0.00417676,0.001260799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150374,0.07629195,0.00001010249,0.004206299,0.0000789488,0.00315544,0.0009409369,0.0001494809,0.0001294178],"genre_scores_gemma":[0.9862199,0.009504748,0.0002333145,0.00008244684,0.0003808269,0.001723199,0.0001244569,0.0001721301,0.001558947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4347092,"threshold_uncertainty_score":0.9998868,"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."}}