{"id":"W2013974942","doi":"10.1097/prs.0b013e3182131c6b","title":"The Use of AlloDerm in Postmastectomy Alloplastic Breast Reconstruction: Part II. A Cost Analysis","year":2011,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Capsular contracture; Breast reconstruction; Implant; Medicine; Surgery; Cost analysis; Mammaplasty; Breast cancer; Mathematics; Operations research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007244622,0.001022844,0.005087737,0.002711396,0.00033485,0.00008057695,0.0002610753,0.0008410791,0.0006040245],"category_scores_gemma":[0.0009062909,0.0007069546,0.002286568,0.003077609,0.001357755,0.0003902646,0.0001680034,0.001295195,0.00005457831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003703926,"about_ca_system_score_gemma":0.001733404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001608156,"about_ca_topic_score_gemma":0.0003968827,"domain_scores_codex":[0.9940593,0.0005967594,0.002877532,0.001077293,0.0004602895,0.0009288014],"domain_scores_gemma":[0.9852574,0.01095104,0.002087531,0.0008577362,0.0004686558,0.0003776244],"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":[0.0003891562,0.0001198451,0.01200353,0.002351046,0.005113031,0.00007618214,0.00003826146,0.000003521637,2.178302e-7,0.0001133006,0.0001815168,0.9796104],"study_design_scores_gemma":[0.001447486,0.0001845633,0.01070183,0.0411679,0.03339554,0.4374501,0.0002656573,0.0002438767,0.000004526707,0.0001187633,0.4729675,0.002052201],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01886871,0.9640856,0.0002020749,0.0000310512,0.01127476,0.00293174,0.001768188,0.0001795353,0.0006582896],"genre_scores_gemma":[0.001492681,0.9960796,0.0006583917,0.000006816248,0.0005394604,0.0003264618,0.0004617473,0.0001273737,0.000307521],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9775582,"threshold_uncertainty_score":0.9995382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08429010663801344,"score_gpt":0.2789791075830148,"score_spread":0.1946890009450014,"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."}}