{"id":"W2998599359","doi":"10.32768/abc.201964147-149","title":"Oncoplastic and Reconstructive Breast Surgery: Who Is in Charge to Do It?","year":2019,"lang":"en","type":"article","venue":"Archives of Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Breast surgery; Reconstructive surgery; Oncoplastic Surgery; Medicine; General surgery; Breast cancer; Surgery; Internal medicine; 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":[0.004847895,0.000207264,0.0008231567,0.0007384986,0.001986732,0.003298813,0.0007076329,0.001982132,0.01246822],"category_scores_gemma":[0.01267597,0.0002758237,0.0003837718,0.0009205539,0.002283521,0.004333495,0.0008442019,0.002241511,0.002502038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001939006,"about_ca_system_score_gemma":0.007710445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138527,"about_ca_topic_score_gemma":0.02772901,"domain_scores_codex":[0.9983547,0.0007120507,0.0001724535,0.0001140239,0.0004254382,0.0002212069],"domain_scores_gemma":[0.9944984,0.00155396,0.0007163857,0.0002893588,0.00167996,0.00126191],"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":[0.001328993,0.001226924,0.2881863,0.001690119,0.0002508901,0.001292339,0.001894702,0.0001173299,0.001909354,0.01749979,0.1207221,0.5638811],"study_design_scores_gemma":[0.0002276296,0.000745276,0.1901128,0.007213523,0.0003855906,0.01055223,0.02344733,0.0004389574,0.001566759,0.02181763,0.743311,0.0001812558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08664287,0.3183647,0.001576103,0.4858801,0.01354086,0.0001193284,0.0005471501,0.00006540688,0.0932634],"genre_scores_gemma":[0.5005907,0.30378,0.004669684,0.1204657,0.01716548,0.0002090789,0.0004538687,0.00006329404,0.05260226],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01246822,"threshold_uncertainty_score":0.04171038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005613884101672659,"score_gpt":0.2384158824675272,"score_spread":0.2328019983658546,"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."}}