{"id":"W2920112935","doi":"10.1097/prs.0000000000005313","title":"Barriers of Access to Breast Reconstruction: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Toronto General Hospital; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Breast reconstruction; MEDLINE; Breast cancer; Reimbursement; PsycINFO; Medicine; Psychological intervention; Systematic review; Cochrane Library; Family medicine; Health care; Meta-analysis; Nursing; Cancer; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000987905,0.001098493,0.01162779,0.001786902,0.0001099526,0.00006871731,0.0004318241,0.0006692306,0.001144196],"category_scores_gemma":[0.002161229,0.0008337565,0.002421655,0.001780367,0.0004041112,0.0003914209,0.0001826397,0.0008681719,0.000490883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441187,"about_ca_system_score_gemma":0.003121581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001665923,"about_ca_topic_score_gemma":0.000003311469,"domain_scores_codex":[0.993426,0.0005996079,0.003475963,0.001122234,0.0006692775,0.0007069475],"domain_scores_gemma":[0.9899338,0.004917909,0.002628434,0.001095631,0.0006307479,0.0007934909],"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":[0.00004153086,0.00001392419,0.0002769394,0.5651936,0.001073223,0.00002350844,0.00000575875,8.334968e-8,1.436732e-7,0.00001211742,0.0003958615,0.4329633],"study_design_scores_gemma":[0.0001595124,0.00003703378,0.00003339526,0.6880789,0.0114935,0.2963377,0.0000396678,0.00000177485,0.000001542957,0.00000929933,0.003242874,0.0005647962],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002090786,0.9843426,0.00008051462,0.00003459768,0.007570155,0.005926259,0.0009686895,0.0001205714,0.0007475505],"genre_scores_gemma":[0.0000629716,0.9981602,0.0002545922,0.00006604774,0.0004228817,0.0005194501,0.0001736763,0.0001416937,0.0001984609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4323985,"threshold_uncertainty_score":0.9997689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0585864915549711,"score_gpt":0.314853375866107,"score_spread":0.2562668843111359,"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."}}