{"id":"W2604770548","doi":"10.1097/gox.0000000000001281","title":"Survival Differences in Women with and without Autologous Breast Reconstruction after Mastectomy for Breast Cancer","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Mastectomy; Breast cancer; Hazard ratio; Breast reconstruction; Proportional hazards model; Prospective cohort study; Surgery; Stage (stratigraphy); Cohort study; Total Mastectomy; Cohort; Gynecology; Cancer; Obstetrics; Internal medicine; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003580109,0.0001475925,0.0002182835,0.0004190321,0.0002254909,0.00031663,0.0001899435,0.0003131417,0.001194368],"category_scores_gemma":[0.00166265,0.0001447768,0.0004139105,0.0003516184,0.0002091173,0.0001927524,0.0002052888,0.0002655334,0.0001168282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156696,"about_ca_system_score_gemma":0.0001905083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001833364,"about_ca_topic_score_gemma":0.002219724,"domain_scores_codex":[0.9997881,0.00004517223,0.00001721531,0.00005325199,0.00003584945,0.0000604771],"domain_scores_gemma":[0.9994296,0.000135233,0.0002629743,0.00003690061,0.00003646076,0.00009882088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005211274,0.00002956314,0.9973614,0.000005240021,0.00004755742,0.0001425119,0.00005043503,0.0000421922,0.0001874984,0.00001395468,0.00006005947,0.001538558],"study_design_scores_gemma":[0.00002771593,0.0003289231,0.9985165,0.000005042793,0.00005344739,0.0005475051,0.0001364622,0.0001313659,0.00007594928,0.00003059558,0.0001434571,0.000003071695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995617,0.0001879919,0.00001743851,0.00002431433,0.000004766249,0.000001958433,0.00005808369,7.333362e-7,0.0001429387],"genre_scores_gemma":[0.9997386,0.00006286406,0.000008731369,0.00001187385,0.000006653278,0.000002207526,0.0001060013,4.535409e-7,0.00006258769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001833364,"threshold_uncertainty_score":0.003995538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305638195319835,"score_gpt":0.2756291516173384,"score_spread":0.2525727696641401,"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."}}