{"id":"W2164337941","doi":"10.1200/jco.2013.53.0774","title":"Barriers to Immediate Breast Reconstruction in the Canadian Universal Health Care System","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Mastectomy; Odds ratio; Breast reconstruction; Breast cancer; Population; Odds; Logistic regression; Retrospective cohort study; Cohort; Gynecology; Demography; Surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00126859,0.0002741045,0.000312426,0.0009440765,0.003512271,0.001539771,0.001675852,0.000455018,0.0034757],"category_scores_gemma":[0.008171604,0.000271471,0.0004633583,0.00307065,0.001049913,0.0005011017,0.002029262,0.0007822176,0.0001180516],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04199325,"about_ca_system_score_gemma":0.09141192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937721,"about_ca_topic_score_gemma":0.9956273,"domain_scores_codex":[0.9965094,0.0003055419,0.000201464,0.000305079,0.00111271,0.001565799],"domain_scores_gemma":[0.9943948,0.0004882088,0.001382278,0.0001310483,0.001482591,0.002121032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003745692,0.00005132905,0.9646216,0.0001770222,0.00006425574,0.0002201423,0.002790467,0.0003748406,0.0001227675,0.001309894,0.006775413,0.02345475],"study_design_scores_gemma":[0.0000088911,0.0000261033,0.9878305,0.0003277298,0.00002999954,0.0001921473,0.004961636,0.0006392509,0.00004987367,0.0001642171,0.005746055,0.00002362719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710556,0.003264629,0.0003283146,0.009496131,0.00007144466,0.0001558552,0.003850627,0.00003844195,0.01173906],"genre_scores_gemma":[0.9970651,0.0009697264,0.0002612008,0.0006441862,0.00001306139,0.00002600111,0.0005306863,0.000004828308,0.0004852106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9580067,"threshold_uncertainty_score":0.3046837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778109373857308,"score_gpt":0.3752276735069036,"score_spread":0.3374465797683305,"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."}}