{"id":"W4409507484","doi":"10.3390/curroncol32040231","title":"Postmastectomy Breast Reconstruction in Patients with Non-Metastatic Breast Cancer: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Sunnybrook Hospital; Royal Victoria Regional Health Centre; Ottawa Hospital; University of Ottawa; McMaster University; Cancer Care Ontario; Western University; University of Toronto; University Health Network","funders":"Cancer Care Ontario; Ministry of Health, Ontario","keywords":"Medicine; Breast reconstruction; Mastectomy; Breast cancer; Randomized controlled trial; Radiation therapy; Surgery; Systematic review; Mammaplasty; Implant; Cancer; MEDLINE; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003476228,0.0008667112,0.005997264,0.005232586,0.000401737,0.001533143,0.001247181,0.001365865,0.003755656],"category_scores_gemma":[0.01539626,0.0006338925,0.005801173,0.006972496,0.0005499995,0.001376125,0.0008403999,0.0007197857,0.000210671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849836,"about_ca_system_score_gemma":0.006100357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007352582,"about_ca_topic_score_gemma":0.02086673,"domain_scores_codex":[0.9970441,0.0008812642,0.001208343,0.0002711901,0.000497146,0.00009791226],"domain_scores_gemma":[0.9879175,0.008480606,0.002493972,0.0001435273,0.0008160565,0.0001483611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002249349,0.00001951087,0.000851096,0.9642997,0.006389271,0.00009585707,0.000112229,0.00005034888,0.00009652278,0.00007854396,0.0007959524,0.02698602],"study_design_scores_gemma":[0.0004675835,0.000428079,0.01061296,0.8779902,0.09049541,0.000874955,0.0003250435,0.00009598756,0.0001887934,0.0002100768,0.01826802,0.00004294574],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001367276,0.9978654,0.00005287062,0.00009786739,0.00004295466,0.0001647133,0.0002521568,0.000003554672,0.0001531919],"genre_scores_gemma":[0.01843486,0.9801767,0.0002916766,0.000330915,0.00005109608,0.0003723381,0.0002381408,0.000002915742,0.0001013159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007352582,"threshold_uncertainty_score":0.01838428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943443881086936,"score_gpt":0.3748816785503729,"score_spread":0.3354472397395035,"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."}}