{"id":"W2810004273","doi":"10.1016/j.brachy.2018.04.077","title":"Tracking Post-Implant Seed Migration in Permanent Breast Seed Implant","year":2018,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Seroma; Implant; Lumpectomy; Breast implant; Breast cancer; Surgery; Mastectomy; Cancer; Internal medicine; Complication","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":[0.0002459525,0.0002277819,0.0002108551,0.0004595558,0.0002454343,0.0005676121,0.0002932112,0.0005089675,0.0009863179],"category_scores_gemma":[0.001455579,0.0002308063,0.0001673293,0.0003464631,0.0001796636,0.0003877451,0.000339857,0.0003959211,0.0003453028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038764,"about_ca_system_score_gemma":0.0003383949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133409,"about_ca_topic_score_gemma":0.002157094,"domain_scores_codex":[0.9999058,0.00001558058,0.000006115522,0.0000178641,0.00003973756,0.00001497564],"domain_scores_gemma":[0.9995146,0.0001962868,0.0001057792,0.0000480212,0.00009949846,0.00003578557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00376603,0.0003006157,0.1238132,0.0003367381,0.0000627909,0.001900537,0.0009533946,0.01902397,0.6943444,0.0008413405,0.001846606,0.1528103],"study_design_scores_gemma":[0.0000843297,0.00251651,0.1790328,0.00008639319,0.0002335535,0.004186225,0.0007870996,0.3019839,0.5043113,0.000523183,0.006129111,0.0001256518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750421,0.000928612,0.02153562,0.00008604305,0.00008693069,0.00003419923,0.0001366118,0.0004220768,0.001727764],"genre_scores_gemma":[0.9899649,0.0001933964,0.008002122,0.00002752118,0.000007574583,0.00001300556,0.00008108455,0.00006911568,0.001641335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00133409,"threshold_uncertainty_score":0.003299534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313642843809107,"score_gpt":0.2616671615468595,"score_spread":0.2485307331087684,"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."}}