{"id":"W3206791649","doi":"10.3390/curroncol28050344","title":"Breast Cancer Surgery: New Issues","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Cancer; Quality of life (healthcare); General surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001351871,0.0008691524,0.001507801,0.002370977,0.0005397006,0.001814771,0.001097413,0.001782133,0.006395632],"category_scores_gemma":[0.002316331,0.0002950803,0.0006779605,0.002257197,0.001300147,0.003012784,0.0008752355,0.003952564,0.00268458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050771,"about_ca_system_score_gemma":0.001960702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118407,"about_ca_topic_score_gemma":0.001930964,"domain_scores_codex":[0.9994568,0.0001034222,0.00006662669,0.00008308305,0.0002465974,0.00004346867],"domain_scores_gemma":[0.998422,0.0009057067,0.000104843,0.00005921865,0.0003873743,0.0001207952],"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":[0.00004748326,0.00004663574,0.000125337,0.01067204,0.00004402542,0.0002218838,0.00008995346,0.000229955,0.0003747174,0.007882495,0.1110433,0.8692222],"study_design_scores_gemma":[0.000008340358,0.00003393696,0.0003361567,0.003620754,0.00003182648,0.001295277,0.00007534373,0.00003801227,0.00005673591,0.003402398,0.991091,0.00001022344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004056622,0.9960223,0.00007847544,0.001597698,0.001322812,0.000001871708,0.000007422671,0.000007045635,0.0009219112],"genre_scores_gemma":[0.0004330322,0.9956234,0.00009888046,0.001112967,0.002065924,0.00000287187,0.00001631927,0.000002575487,0.0006439974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006395632,"threshold_uncertainty_score":0.02139556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166308264555956,"score_gpt":0.4736403845250878,"score_spread":0.3073321199691318,"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."}}