{"id":"W2791133153","doi":"10.1016/j.brachy.2018.01.006","title":"Appropriate timing for postimplant imaging in permanent breast seed implant: Results from a serial CT study","year":2018,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Nuclear medicine; Implant; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003211324,0.0002274664,0.0003963722,0.0001738086,0.0001391468,0.00004498285,0.00009138873,0.00005352159,0.00003528271],"category_scores_gemma":[0.000009153027,0.0001828439,0.00008702237,0.0001300381,0.00006403488,0.0001233782,0.00002392185,0.0001567209,0.00003180836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006990832,"about_ca_system_score_gemma":0.00007861528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182572,"about_ca_topic_score_gemma":0.0004349216,"domain_scores_codex":[0.9984227,0.00006344304,0.000483231,0.0004611116,0.0001833676,0.0003861883],"domain_scores_gemma":[0.9992926,0.00008749466,0.0001553869,0.0002705595,0.00008257711,0.0001114099],"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":[0.03478029,0.00116602,0.1049649,0.00004371353,0.0002494692,0.0005240609,0.006481625,0.000003582328,0.02646544,0.00002128158,0.0008534516,0.8244462],"study_design_scores_gemma":[0.04291572,0.001243845,0.8207253,0.0003708034,0.0001495878,0.1246329,0.002169463,0.004056312,0.001956553,0.0002252293,0.0009700967,0.0005841531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955477,0.00003940616,0.0001650843,0.0005369231,0.001207332,0.001595492,0.000651915,0.00009858011,0.0001576181],"genre_scores_gemma":[0.9959918,0.000006155347,0.001152907,0.0001398993,0.002055743,0.00006566342,0.0004605179,0.00003944522,0.00008791453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8238621,"threshold_uncertainty_score":0.7456157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053736750652185,"score_gpt":0.2865523997107431,"score_spread":0.2660150322042212,"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."}}