{"id":"W2169366955","doi":"10.4103/0971-6203.94742","title":"Impact of edema and seed movement on the dosimetry of prostate seed implants","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Physics","topic":"Optimal Experimental Design Methods","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Edema; Medicine; Implant; Prostate; Dosimetry; Nuclear medicine; Surgery; 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":[0.008742049,0.000127065,0.0004883746,0.00008853868,0.00003976399,0.00002863907,0.0005690714,0.00007437698,0.0001751813],"category_scores_gemma":[0.002376362,0.00005783192,0.0002325345,0.0003640708,0.0002451401,0.0002607958,0.0001418394,0.0003132471,0.00000692836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004391609,"about_ca_system_score_gemma":0.0001494841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001760509,"about_ca_topic_score_gemma":9.235943e-8,"domain_scores_codex":[0.9947166,0.0004930972,0.0009126757,0.0001030388,0.003549236,0.0002253586],"domain_scores_gemma":[0.9957699,0.002429398,0.001018919,0.0002406241,0.0002027007,0.000338499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001895537,0.003196074,0.4609892,0.00004854576,0.000722365,0.00002942829,0.0065626,0.0001954409,0.3744832,0.004778871,0.01001719,0.1370815],"study_design_scores_gemma":[0.002131957,0.002726632,0.6830708,0.0002734592,0.00006281347,0.00006993692,0.001387654,0.001344521,0.2874253,0.02121996,0.0000972978,0.0001896544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958708,0.0003107767,0.002584134,0.000392757,0.0002810539,0.0001161268,0.00001225267,0.000001765326,0.0004302871],"genre_scores_gemma":[0.9977945,0.00004985939,0.001620956,0.00025639,0.0002415767,7.291153e-7,2.097357e-7,0.000008207319,0.00002758528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2220816,"threshold_uncertainty_score":0.3029837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113604480946962,"score_gpt":0.468628439410112,"score_spread":0.35502395846315,"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."}}