{"id":"W2765629229","doi":"10.1097/prs.0000000000003947","title":"The “Advances in Breast Reconstruction” Supplement","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Reconstructive surgery; General surgery; Plastic surgery; Suite; Breast surgery; Surgery; Library science; Breast cancer; Law; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007551293,0.0006020821,0.000472653,0.001724821,0.0004307081,0.00156741,0.0007100485,0.001224104,0.1067474],"category_scores_gemma":[0.003418838,0.0002211712,0.0005053595,0.0008959037,0.0003141527,0.001043729,0.001010864,0.00207457,0.03379536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008418598,"about_ca_system_score_gemma":0.001126567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371139,"about_ca_topic_score_gemma":0.003976005,"domain_scores_codex":[0.9995285,0.00008093021,0.00005432688,0.00004953784,0.0002341874,0.00005257223],"domain_scores_gemma":[0.9977241,0.0005502947,0.0001717437,0.0001245898,0.00105902,0.0003702556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001727834,0.00001533607,0.00007574418,0.0001776269,0.000004644839,0.00006052534,0.000005865666,0.00002532179,0.00008907737,0.0007738988,0.9289352,0.06981952],"study_design_scores_gemma":[0.000004154204,0.00001061896,0.0003680735,0.0002863171,0.000004298214,0.0003203005,0.000009025906,0.00001779193,0.00004147366,0.0003531883,0.9985822,0.00000259739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009814665,0.3004074,0.001218055,0.09189788,0.39897,0.0001059263,0.001762376,0.0003160095,0.2043409],"genre_scores_gemma":[0.009743787,0.3165012,0.001823052,0.03971099,0.3808118,0.0001058088,0.00355465,0.0001923052,0.2475565],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1067474,"threshold_uncertainty_score":0.3571057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645537609151814,"score_gpt":0.2613380391254402,"score_spread":0.244882663033922,"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."}}