{"id":"W4384202670","doi":"10.3390/curroncol30070489","title":"Breast Reconstruction Use and Impact on Surgical and Oncologic Outcomes Amongst Inflammatory Breast Cancer Patients—A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"Women's College Hospital","keywords":"Medicine; Breast reconstruction; Breast cancer; Mastectomy; Inflammatory breast cancer; Retrospective cohort study; MEDLINE; Oncology; Cochrane Library; Cohort study; Internal medicine; Cancer; Meta-analysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002451085,0.0008548061,0.004431438,0.006497682,0.0004049518,0.001615003,0.0009586393,0.001114411,0.00373731],"category_scores_gemma":[0.01294632,0.0006630206,0.004860253,0.007579289,0.0004415517,0.001185588,0.0009118689,0.0006459856,0.0002107341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497752,"about_ca_system_score_gemma":0.004276543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00690053,"about_ca_topic_score_gemma":0.01883217,"domain_scores_codex":[0.9980624,0.0005249862,0.0008249655,0.000178462,0.000334269,0.0000749039],"domain_scores_gemma":[0.9905412,0.00693576,0.001750833,0.00008729356,0.0005771981,0.0001077378],"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":[0.0002266537,0.00002372432,0.001905085,0.9370392,0.008249979,0.00009531077,0.0001463141,0.00008370392,0.0001200499,0.0001085878,0.001187584,0.05081382],"study_design_scores_gemma":[0.0002311904,0.0003574466,0.01701503,0.8566775,0.1013625,0.0009190144,0.0003956124,0.000128955,0.0002113876,0.0002151703,0.022435,0.00005121995],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001396836,0.9980925,0.00003057113,0.00006768233,0.00002985623,0.00005633014,0.0001973447,0.000002889445,0.0001261285],"genre_scores_gemma":[0.01094466,0.9885018,0.0001420562,0.0001185136,0.00002899432,0.00008055859,0.0001315366,0.000001809768,0.00005007514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00690053,"threshold_uncertainty_score":0.01372069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114595103762755,"score_gpt":0.4183968791726386,"score_spread":0.3069373687963631,"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."}}