{"id":"W2939539639","doi":"10.1016/j.prro.2019.04.002","title":"One-Year Cosmesis and Fibrosis From ACCEL: Accelerated Partial Breast Irradiation (APBI) Using 27 Gy in 5 Daily Fractions","year":2019,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"Alberta Cancer Foundation","keywords":"Medicine; Cosmesis; Nuclear medicine; Irradiation; Medical physics; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007845049,0.000595413,0.0007379513,0.0006197642,0.0005133821,0.0002641633,0.0004825104,0.0009268845,0.003792814],"category_scores_gemma":[0.0008006873,0.0002079759,0.001322335,0.0004670666,0.001040668,0.0005144667,0.0003664792,0.001379227,0.0004411697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002546172,"about_ca_system_score_gemma":0.0004702543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757826,"about_ca_topic_score_gemma":0.001284007,"domain_scores_codex":[0.99962,0.00009260051,0.00002159435,0.00005001048,0.00006894695,0.0001468386],"domain_scores_gemma":[0.9991714,0.0002979039,0.00009748681,0.0001613767,0.0000689744,0.0002029594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.2053314,0.03875986,0.03492309,0.0005181039,0.0008130414,0.005937123,0.001525931,0.004361011,0.6033136,0.001955748,0.001832081,0.100729],"study_design_scores_gemma":[0.00388443,0.3193179,0.1792179,0.00006756867,0.001010362,0.008535773,0.0009685178,0.004681943,0.4736497,0.0009965149,0.007497807,0.0001716778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966418,0.0007511356,0.0008339773,0.00008410519,0.0000691744,0.00004569803,0.0001720906,0.00004010374,0.001361979],"genre_scores_gemma":[0.9961332,0.0002620784,0.0001658162,0.00005122448,0.00004383924,0.00002527367,0.0002607083,0.00001541781,0.003042434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003792814,"threshold_uncertainty_score":0.01268828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732723446646043,"score_gpt":0.3522677646742488,"score_spread":0.3149405302077884,"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."}}