{"id":"W1866549783","doi":"10.1016/j.brachy.2015.09.008","title":"Dosimetric variations in permanent breast seed implant due to patient arm position","year":2015,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Implant; Nuclear medicine; Thoracic wall; Dosimetry; Hand position; Left breast; Position (finance); Radiology; Breast cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001347016,0.0001239584,0.000212073,0.0004417294,0.00004244047,0.00002007029,0.00003747625,0.00008500225,0.00005245557],"category_scores_gemma":[0.000006170465,0.0001031121,0.0000496908,0.0005516352,0.0000137796,0.00009085031,0.00001222284,0.000127339,0.0001139635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887212,"about_ca_system_score_gemma":0.0000993036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002482866,"about_ca_topic_score_gemma":0.00004969138,"domain_scores_codex":[0.9990683,0.00004830037,0.0002521889,0.000196746,0.0002200995,0.0002144242],"domain_scores_gemma":[0.9994373,0.00002282889,0.00006201772,0.0001531622,0.00009191163,0.0002327242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002240522,0.001614911,0.07243247,0.0000360592,0.0001166604,0.0004580606,0.003745126,0.00009284502,0.00665635,0.001040361,0.0026101,0.9089565],"study_design_scores_gemma":[0.003517258,0.0009034765,0.8102998,0.0000989199,0.00003618092,0.1819121,0.0002230645,0.0004365509,0.001003236,0.0003587264,0.0009816414,0.0002290805],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952399,0.00009949105,0.0005099538,0.002151067,0.0006355268,0.0005289351,0.00005219679,0.00006251548,0.000720458],"genre_scores_gemma":[0.9981146,0.00000824633,0.0007895742,0.0005636454,0.0002500196,0.00003520627,0.0001347627,0.00001671853,0.00008721872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9087275,"threshold_uncertainty_score":0.4204788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147609944877599,"score_gpt":0.2556371746039078,"score_spread":0.2408761801161479,"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."}}