{"id":"W2097549486","doi":"10.1503/cmaj.110513","title":"Breast reconstruction after mastectomy for breast cancer","year":2011,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Ontario Ministry of Research and Innovation; Cancer Care Ontario","keywords":"Mastectomy; Breast reconstruction; Breast cancer; Medicine; Mammaplasty; Surgery; Cancer; General surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000958459,0.0003959306,0.001393693,0.0006403538,0.0002447887,0.00008531679,0.0001733313,0.001783884,0.01408284],"category_scores_gemma":[0.00006207928,0.0003040309,0.000819181,0.0003076681,0.00007651475,0.0001689067,0.00001307824,0.001854381,0.0001797322],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002785922,"about_ca_system_score_gemma":0.01116774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00138157,"about_ca_topic_score_gemma":0.009446706,"domain_scores_codex":[0.9970718,0.0001681567,0.0009960477,0.0003358693,0.0006841885,0.0007439071],"domain_scores_gemma":[0.9958918,0.0001047962,0.0007968368,0.0001504386,0.0007314505,0.002324685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000400994,0.00001524276,0.000710318,0.001393846,0.0006263588,0.0001106082,0.00002015654,6.270754e-9,8.078268e-9,0.00001614028,0.006897849,0.9901693],"study_design_scores_gemma":[0.0005622311,0.00001531695,0.0006107285,0.007703731,0.0008931239,0.4578057,0.00002088825,0.000002704498,2.308212e-8,0.00001903214,0.5321748,0.0001916812],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001351271,0.9853705,0.00004342509,0.002074059,0.007533424,0.000932065,0.002903132,0.00004507281,0.0009632363],"genre_scores_gemma":[0.00006599751,0.9865249,0.0001800451,0.0003224595,0.01110421,0.0001891493,0.00008836004,0.0000820293,0.001442877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9899777,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890472677458302,"score_gpt":0.2740704475462963,"score_spread":0.2551657207717133,"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."}}