{"id":"W4206199835","doi":"10.3390/curroncol29010034","title":"Survival in Women with De Novo Metastatic Breast Cancer: A Comparison of Real-World Evidence from a Publicly-Funded Canadian Province and the United States by Insurance Status","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicaid; Hazard ratio; Breast cancer; Proportional hazards model; Health insurance; Multivariate analysis; Overall survival; Metastatic breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003590609,0.0003307431,0.000607488,0.003447922,0.001172855,0.001809397,0.0009554742,0.0004316167,0.001022432],"category_scores_gemma":[0.0102317,0.000204128,0.001152637,0.006620822,0.0008654329,0.0004570586,0.001003683,0.0005659701,0.0000641588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01981464,"about_ca_system_score_gemma":0.02305864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9646171,"about_ca_topic_score_gemma":0.9836296,"domain_scores_codex":[0.9974688,0.0004507593,0.000276606,0.0003402458,0.0008937513,0.0005699485],"domain_scores_gemma":[0.9935519,0.001313136,0.00186496,0.0002965889,0.002319961,0.0006533863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005157109,0.00001618744,0.9883476,0.0003472865,0.001062731,0.00006164693,0.0004015493,0.0002201593,0.00007186774,0.0002588565,0.0009863832,0.007710085],"study_design_scores_gemma":[0.00005113138,0.00006018799,0.9943532,0.0003759309,0.0009264439,0.00008520381,0.001192631,0.0002962088,0.0000575466,0.00007788319,0.002500646,0.00002302137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522873,0.03065525,0.0002135869,0.001625561,0.00006983951,0.0000525061,0.01066503,0.000008261593,0.004422652],"genre_scores_gemma":[0.9941332,0.003054141,0.0001174499,0.0002212429,0.00002303749,0.0000115108,0.002266902,0.000003115535,0.0001696035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03538293,"threshold_uncertainty_score":0.1437659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08233055571586617,"score_gpt":0.3295339627594537,"score_spread":0.2472034070435875,"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."}}