{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003509558,0.00007953832,0.0007237702,0.0002761944,0.0001025488,0.000009216639,0.0001200353,0.000268345,0.00002821952],"category_scores_gemma":[0.0003913748,0.00004927856,0.0001704989,0.0001676991,0.0001113243,0.00006341225,0.000008096172,0.0008037572,0.00001458084],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000738457,"about_ca_system_score_gemma":0.006776706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01304216,"about_ca_topic_score_gemma":0.1554402,"domain_scores_codex":[0.99755,0.0007622824,0.001154852,0.0001103155,0.0001882276,0.0002343515],"domain_scores_gemma":[0.9975424,0.0003951213,0.0006451907,0.0001096601,0.0002263698,0.001081218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007724906,0.0000204683,0.1012416,0.00002937612,0.00004615024,0.000131766,0.000731603,0.000009835891,0.000001347143,0.0005526013,0.001182763,0.8952801],"study_design_scores_gemma":[0.006256337,0.004764137,0.6469207,0.0004026029,0.0001379561,0.2712096,0.02241013,0.000115768,0.000002271998,0.0000406619,0.04762036,0.0001195117],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545104,0.0000789503,0.00004693388,0.03555175,0.004736881,0.0002097378,0.000009914914,0.000006472302,0.004848953],"genre_scores_gemma":[0.9953438,0.0000188262,0.0006843614,0.002194,0.001735296,9.150057e-7,0.000002256654,0.000006289552,0.00001423782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8951606,"threshold_uncertainty_score":0.9988539,"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."}}