{"id":"W1966406194","doi":"10.1016/j.brachy.2014.02.347","title":"Feasibility of Permanent Breast Seed Implants in British Columbia: Preliminary Dosimetric and Safety Results","year":2014,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Seroma; Implant; Prospective cohort study; Breast cancer; Patient satisfaction; Surgery; Nuclear medicine; Cancer; Complication; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000694702,0.0003006301,0.0002949149,0.0004174045,0.001196529,0.0006655986,0.0006505124,0.0004306722,0.002976623],"category_scores_gemma":[0.00152683,0.0002595638,0.0002416707,0.0005299579,0.0007383891,0.0002185982,0.0005233707,0.0003789338,0.0003728679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004838163,"about_ca_system_score_gemma":0.005200319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5596756,"about_ca_topic_score_gemma":0.7517239,"domain_scores_codex":[0.999552,0.00009475378,0.00001814156,0.00005568513,0.0002060021,0.00007347103],"domain_scores_gemma":[0.9993568,0.0002468035,0.0000575184,0.00004528064,0.0002031024,0.00009049226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01942901,0.002075961,0.7090791,0.0004020541,0.0001445367,0.003325258,0.005066121,0.005453371,0.1070369,0.0008109115,0.001829983,0.1453467],"study_design_scores_gemma":[0.0003991477,0.006113139,0.9373427,0.00006501481,0.0002494651,0.002274946,0.005775202,0.005005493,0.03533422,0.0002837272,0.007080472,0.00007650308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955443,0.0002280358,0.000255737,0.0001123728,0.000003220485,0.00006045857,0.0001904057,0.00001751481,0.003588172],"genre_scores_gemma":[0.9953962,0.0002336547,0.0006704676,0.00005123547,0.000002144367,0.00002641751,0.0002283888,0.00001930355,0.003372271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4403244,"threshold_uncertainty_score":0.8858351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184769433161223,"score_gpt":0.2482267713055257,"score_spread":0.2363790769739135,"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."}}