{"id":"W2773547254","doi":"10.1016/j.brachy.2017.11.002","title":"Treatment planning considerations for permanent breast seed implant","year":2017,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Radiation treatment planning; Implant; Breast tissue; Context (archaeology); Nuclear medicine; Surgery; Radiation therapy; Breast cancer; Internal medicine","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":[0.0007092968,0.0003356204,0.0002566218,0.0006855563,0.001174949,0.001501628,0.0005316262,0.001555264,0.00878747],"category_scores_gemma":[0.002669274,0.0003555105,0.0006643438,0.0003101447,0.0005997044,0.0006371226,0.0005050077,0.001395253,0.001005075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044641,"about_ca_system_score_gemma":0.001243167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001835406,"about_ca_topic_score_gemma":0.003876295,"domain_scores_codex":[0.9996866,0.00007253983,0.00002889004,0.00003123797,0.0001452641,0.00003554139],"domain_scores_gemma":[0.9993581,0.0004059728,0.00006902909,0.00003236776,0.00005968161,0.00007486565],"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":[0.00068836,0.0002781146,0.03149519,0.001348412,0.0001516075,0.08012963,0.001866453,0.07813416,0.06481681,0.08580545,0.06422036,0.5910655],"study_design_scores_gemma":[0.00008982453,0.0008679345,0.04155701,0.0007031813,0.0002258785,0.5369663,0.0020675,0.04218306,0.029897,0.05938167,0.28587,0.0001907193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1894246,0.04261982,0.3767768,0.06255222,0.003326813,0.0003657797,0.0007527078,0.001886999,0.3222942],"genre_scores_gemma":[0.8491194,0.008482855,0.1156842,0.004130064,0.001620439,0.0001608923,0.0002395737,0.0008698787,0.01969263],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00878747,"threshold_uncertainty_score":0.02939707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05074083612224992,"score_gpt":0.3291480066986077,"score_spread":0.2784071705763578,"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."}}