{"id":"W4376613505","doi":"10.1016/j.esmoop.2023.101505","title":"165P Introduction of Magseed in the DGH setting: No inferiority to wire localisation","year":2023,"lang":"en","type":"article","venue":"ESMO Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Medicine; Ductal carcinoma; Breast cancer; Surgery; Radiology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005297915,0.0001158164,0.0003622561,0.0002531062,0.0002112646,0.0004731741,0.0002249015,0.0002457153,0.01035636],"category_scores_gemma":[0.004747711,0.00006943742,0.0001643593,0.0004277882,0.0002905866,0.0004515163,0.000355401,0.0003819997,0.001914835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713382,"about_ca_system_score_gemma":0.000263513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003712964,"about_ca_topic_score_gemma":0.0007853699,"domain_scores_codex":[0.9995901,0.0001189996,0.0000393831,0.00007160772,0.00012027,0.00005967094],"domain_scores_gemma":[0.9980122,0.0009574964,0.0003768633,0.0001868398,0.000170328,0.0002962327],"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":[0.006784886,0.0004233941,0.2788717,0.001507873,0.0001654031,0.01486978,0.0009265374,0.0003424818,0.01484621,0.0006367725,0.01023306,0.6703919],"study_design_scores_gemma":[0.000315002,0.01371866,0.8233235,0.0004967374,0.0002311193,0.08764049,0.001484492,0.0009399367,0.007204797,0.0007661793,0.06382889,0.00005022925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666252,0.006024101,0.003134317,0.001086677,0.0003312216,0.0001177106,0.0006982536,0.0001428978,0.02183966],"genre_scores_gemma":[0.9951202,0.001025891,0.001212848,0.0003707711,0.0001476305,0.00004092612,0.0002473859,0.0000350397,0.001799384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01035636,"threshold_uncertainty_score":0.0346455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618504176217914,"score_gpt":0.3116581822500918,"score_spread":0.2854731404879127,"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."}}