{"id":"W1966235706","doi":"10.1016/j.brachy.2011.02.073","title":"Safety and Efficacy of Breast Re-Irradiation With High-Dose-Rate Brachytherapy","year":2011,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Brachytherapy; Lumpectomy; Radiation therapy; Breast cancer; Mastectomy; Radiology; External beam radiotherapy; Nuclear medicine; Surgery; Cancer; Internal medicine","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":[0.002829072,0.0006664714,0.001838626,0.0007715171,0.000410634,0.0007942655,0.0009352628,0.0007752709,0.002112125],"category_scores_gemma":[0.003366763,0.000375683,0.001309223,0.0008350959,0.001196118,0.0006454106,0.0002319687,0.001270018,0.0004538768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005396584,"about_ca_system_score_gemma":0.0005247101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254432,"about_ca_topic_score_gemma":0.0005539599,"domain_scores_codex":[0.9976438,0.001642982,0.0001273219,0.0002066113,0.0002088473,0.0001703691],"domain_scores_gemma":[0.9961514,0.00213986,0.0005950046,0.0008282372,0.0001724372,0.0001129996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4080397,0.01011423,0.03933277,0.001680651,0.002614159,0.0007586995,0.001455869,0.006827235,0.3864348,0.001250858,0.001005778,0.1404854],"study_design_scores_gemma":[0.008690689,0.2999269,0.1615521,0.0002210147,0.004731755,0.003059839,0.0007661063,0.005657944,0.5047637,0.0007913207,0.009651283,0.000187259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878517,0.007745197,0.001480488,0.00008322051,0.0000687536,0.0001133992,0.0002234568,0.00005273493,0.002380889],"genre_scores_gemma":[0.9964917,0.001525526,0.0004052394,0.00004713849,0.00008992185,0.00004993187,0.0002097308,0.00006628398,0.001114545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002829072,"threshold_uncertainty_score":0.01496178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092446965653986,"score_gpt":0.2291598094212932,"score_spread":0.2182353397647533,"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."}}