{"id":"W2033030271","doi":"10.3747/co.v18i1.681","title":"A Comparative Analysis of Monthly Out-of-Pocket Costs for Patients with Breast Cancer as Compared with Other Common Cancers in Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hamilton Health Sciences","funders":"","keywords":"Medicine; Breast cancer; Cancer; Descriptive statistics; Prostate cancer; Colorectal cancer; Internal medicine; Lung cancer; Demography; Oncology; Family medicine; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001226691,0.0001914409,0.001327581,0.0002748445,0.00003143717,0.00000503207,0.0002039292,0.00007072953,0.0006777823],"category_scores_gemma":[0.000007324873,0.0001784801,0.00008033083,0.0002779581,0.0001564735,0.0001375501,0.00002313345,0.0001453466,0.000001864785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002794674,"about_ca_system_score_gemma":0.001276388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9727247,"about_ca_topic_score_gemma":0.9990039,"domain_scores_codex":[0.9986486,0.00001793882,0.0006670932,0.0003202519,0.00004256126,0.0003034908],"domain_scores_gemma":[0.9985141,0.0000661678,0.0009399827,0.0002140294,0.0001704995,0.00009525486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001534439,0.0003821657,0.9894238,0.00002087393,0.0007045824,5.633299e-7,0.003421363,0.0009104507,2.031236e-7,0.001884871,0.0007990113,0.0009176575],"study_design_scores_gemma":[0.002661876,0.0005479823,0.971959,0.00005548193,0.0001576557,1.21773e-7,0.0002273079,0.0004968946,0.00001161801,0.000178217,0.02346892,0.0002349533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833192,0.0005449345,0.00007953696,0.0000397252,0.0004953462,0.0005339446,0.003030856,0.000003857574,0.0119526],"genre_scores_gemma":[0.9994333,0.00002129923,0.0001456781,0.0001038166,0.00001636182,0.0001346981,0.00007889456,0.00001322008,0.00005275442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02627919,"threshold_uncertainty_score":0.7421241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09485188763961144,"score_gpt":0.311935265991975,"score_spread":0.2170833783523636,"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."}}