{"id":"W2322004624","doi":"10.1097/prs.0000000000000808","title":"Changes in Use of Autologous and Prosthetic Postmastectomy Reconstruction after Medicaid Expansion in New York State","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicaid; Breast reconstruction; Medicine; Quarter (Canadian coin); Breast cancer; Population; Demography; Tissue expansion; Mastectomy; Gerontology; Health care; Surgery; Cancer; Internal medicine; Environmental health; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004244067,0.0002733846,0.0008001098,0.001130987,0.00002119136,0.00001958154,0.00003630109,0.0002240275,0.00006563909],"category_scores_gemma":[0.000441626,0.0002388153,0.00007041356,0.0005200171,0.0004646124,0.000283116,0.00003837439,0.0003627981,0.000007312767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001556509,"about_ca_system_score_gemma":0.0008352547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004715282,"about_ca_topic_score_gemma":0.001193919,"domain_scores_codex":[0.9980153,0.0001639007,0.0006937563,0.0004511774,0.0002750035,0.0004008877],"domain_scores_gemma":[0.998039,0.001050178,0.0002817345,0.0001776361,0.00012635,0.0003250857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001268696,0.00003717619,0.5335093,0.0001137222,0.00002621404,0.00006867864,0.000400121,0.000003166583,0.0001930428,0.000004492583,0.00003462069,0.4643408],"study_design_scores_gemma":[0.004365992,0.000415826,0.8787695,0.003550849,0.0001264708,0.1055524,0.002136175,0.0005209301,0.002778532,0.0009416693,0.0002541381,0.0005875141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967967,0.0005147773,0.0001212539,0.0001024729,0.001767672,0.000549335,0.00003312972,0.00004591911,0.00006872722],"genre_scores_gemma":[0.9976156,0.0001024529,0.001937818,0.00001580223,0.0001337973,0.00004604781,0.00001681875,0.00002779597,0.0001038312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4637533,"threshold_uncertainty_score":0.9738607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03990812163851177,"score_gpt":0.2372392509077301,"score_spread":0.1973311292692183,"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."}}