{"id":"W2131199597","doi":"10.1586/erp.10.61","title":"Health outcome and economic measurement in breast cancer surgery: challenges and opportunities","year":2010,"lang":"en","type":"review","venue":"Expert Review of Pharmacoeconomics & Outcomes Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Breast cancer; Medicine; Scrutiny; Health care; Quality of life (healthcare); Outcome (game theory); Breast surgery; Family medicine; Cancer; Nursing; Internal medicine; Political science","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.08417908,0.0008983879,0.01189498,0.002064782,0.0002179533,0.0001216102,0.0008534284,0.0004510342,0.00079141],"category_scores_gemma":[0.001225667,0.0009517428,0.00075147,0.0001541029,0.0004397345,0.0006311859,0.00050716,0.001489327,0.0002603528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003358802,"about_ca_system_score_gemma":0.002724629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003497362,"about_ca_topic_score_gemma":0.0009890248,"domain_scores_codex":[0.9814457,0.002667642,0.01263679,0.001655898,0.0003212206,0.001272708],"domain_scores_gemma":[0.9883983,0.003939486,0.005576244,0.001141911,0.0001793264,0.0007646919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006921287,0.0001106641,0.002680248,0.2168386,0.0003430709,0.000003220933,0.0005367506,3.038767e-7,2.512277e-8,0.01097292,0.01880768,0.7496996],"study_design_scores_gemma":[0.0004089331,0.0000199441,0.0008476272,0.03453097,0.00003133164,0.00003967028,0.0002067586,0.00003366731,4.727725e-8,0.0002468089,0.9629236,0.0007106105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006522181,0.8818483,0.000001405906,0.112319,0.001064917,0.002920302,0.001271815,0.00002668525,0.0004823376],"genre_scores_gemma":[0.00004114085,0.9875911,0.0001557153,0.009777268,0.000493484,0.001571022,0.00006436421,0.000167331,0.0001385335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9441159,"threshold_uncertainty_score":0.9992933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7351564296115329,"score_gpt":0.6533131831694065,"score_spread":0.08184324644212648,"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."}}