{"id":"W2791626462","doi":"10.15419/bmrat.v5i02.417","title":"Evaluation of risk factors in patients with breast cancer in stages III and IV: comparison of Cox and Fine-Grey competing risk regression models","year":2018,"lang":"en","type":"article","venue":"Biomedical Research and Therapy","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"BC Cancer Agency; Michael Smith Health Research BC","keywords":"Proportional hazards model; Breast cancer; Medicine; Oncology; Cancer; Regression; Internal medicine; Regression analysis; Risk factor; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01289445,0.0007237741,0.001056797,0.001470379,0.0003363916,0.001236074,0.001661165,0.0008541836,0.002114818],"category_scores_gemma":[0.02545782,0.0004154397,0.003034473,0.0008953686,0.0005678613,0.0008594745,0.001079722,0.001109643,0.0002285873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009696573,"about_ca_system_score_gemma":0.001211479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008709276,"about_ca_topic_score_gemma":0.00646236,"domain_scores_codex":[0.995346,0.003311411,0.0001568359,0.0005053255,0.0004326802,0.0002476137],"domain_scores_gemma":[0.9737989,0.02156145,0.002105749,0.001276662,0.0006918524,0.000565318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003265408,0.0004567191,0.6242403,0.0004963877,0.002463288,0.0006609233,0.000842582,0.2886257,0.0006491482,0.008702874,0.001693027,0.06790369],"study_design_scores_gemma":[0.0001499916,0.001320633,0.08652768,0.0001246768,0.0004688229,0.0005110744,0.0003802627,0.896822,0.0002991822,0.01199281,0.001337893,0.00006494131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892356,0.002472254,0.1011297,0.001194349,0.00008360473,0.0002230352,0.000987187,0.0002014122,0.0013525],"genre_scores_gemma":[0.9905664,0.0002374972,0.008054346,0.00007640558,0.0000289617,0.00006675351,0.0005218188,0.00001704369,0.000430735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01289445,"threshold_uncertainty_score":0.0681932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09670026489935052,"score_gpt":0.4373456525546711,"score_spread":0.3406453876553205,"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."}}