{"id":"W2732337911","doi":"10.3747/co.24.3381","title":"Budget Impact Analysis of a Breast Rapid Diagnostic Unit","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Unit (ring theory); Intensive care medicine; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004602632,0.000168918,0.0009967311,0.0004739575,0.0001632085,0.00006001921,0.0005437564,0.0001377638,0.001998171],"category_scores_gemma":[0.0009272717,0.0001801175,0.0004203961,0.000192842,0.000252529,0.0003023556,0.0001247438,0.0001763719,0.0002520338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424094,"about_ca_system_score_gemma":0.0001167911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006599565,"about_ca_topic_score_gemma":0.000260954,"domain_scores_codex":[0.9986136,0.00001722326,0.0006604287,0.0003366137,0.00002329938,0.0003488339],"domain_scores_gemma":[0.9976031,0.0002387878,0.001194667,0.0007365683,0.00007652491,0.0001503964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004485352,0.000259005,0.8790622,0.00001750082,0.0006693457,0.000003222623,0.000186364,0.0001000633,0.000003342379,0.02666964,0.001807964,0.09117653],"study_design_scores_gemma":[0.0006243302,0.0001702781,0.9019207,0.00001114755,0.0001706272,0.000003393699,0.00001356863,0.0009850356,0.000005581319,0.005184188,0.09072541,0.0001857632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292398,0.006158553,0.001016459,0.0005326725,0.001765403,0.0001931973,0.001664425,0.00001971615,0.05940975],"genre_scores_gemma":[0.9977832,0.001714677,0.00004241183,0.00004705759,0.0002156772,0.00001946502,0.00004661253,0.00001475093,0.0001161059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09099077,"threshold_uncertainty_score":0.9989141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075099080185461,"score_gpt":0.375998854034774,"score_spread":0.268488946016228,"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."}}