{"id":"W2162953704","doi":"10.1016/j.ijrobp.2007.08.006","title":"A Radiation Badge Survey for Family Members Living With Patients Treated With a 103Pd Permanent Breast Seed Implant","year":2007,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Spouse; Implant; Breast cancer; Breast-conserving surgery; Nuclear medicine; Radiation therapy; Computed tomography; Surgery; Mastectomy; 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":[0.0004293757,0.0002226347,0.0002548164,0.0008387675,0.001529092,0.000463213,0.0002477312,0.000556811,0.002055264],"category_scores_gemma":[0.001881591,0.0002664278,0.0004800285,0.0008761946,0.0003489185,0.000562526,0.0006848329,0.0006362,0.0003083016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007284745,"about_ca_system_score_gemma":0.0008393187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454131,"about_ca_topic_score_gemma":0.01951736,"domain_scores_codex":[0.9996578,0.0001143856,0.00004571749,0.00004233253,0.0000555386,0.0000842228],"domain_scores_gemma":[0.9981668,0.0002566705,0.0007240928,0.00005621959,0.0002437323,0.0005525039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005766388,0.0001326111,0.9965194,0.00001270809,0.00002005058,0.0003434531,0.001088495,0.00002564888,0.0003011071,0.000009653949,0.000209654,0.001279507],"study_design_scores_gemma":[0.000006663255,0.0005337434,0.9888455,0.0000153498,0.00003195968,0.001127769,0.008424655,0.00007100074,0.0001203704,0.00001227306,0.0007990543,0.00001163464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992074,0.00005609627,0.00003460262,0.0001100323,0.000004813589,0.00001240434,0.0001764209,0.00000178915,0.0003963548],"genre_scores_gemma":[0.9989429,0.0001583386,0.00009920975,0.0001441979,0.00000747068,0.00002363505,0.0002416334,0.000002003383,0.0003806228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01454131,"threshold_uncertainty_score":0.02891332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522098088838632,"score_gpt":0.2890824559535675,"score_spread":0.2738614750651812,"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."}}