{"id":"W4402207433","doi":"","title":"Decreased Use of Anti-Inflammatory Medications in Autoimmune Connective Tissue Disease Patients Following Breast Implant Removal: A National Analysis.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Connective tissue; Breast implant; Implant; Connective tissue disease; Dermatology; Autoimmune disease; Disease; Internal medicine; Surgery; Pathology","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":[0.0006158747,0.000144395,0.000238582,0.001049408,0.0003110251,0.0004768187,0.0003346421,0.0003215392,0.001449485],"category_scores_gemma":[0.001600849,0.0002164433,0.0005693951,0.001461793,0.0002034167,0.0003644759,0.0005333183,0.000449986,0.0001876168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719268,"about_ca_system_score_gemma":0.0004758212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119348,"about_ca_topic_score_gemma":0.01807936,"domain_scores_codex":[0.9994349,0.0001265364,0.0001054937,0.0000908168,0.0001551843,0.0000870185],"domain_scores_gemma":[0.9980578,0.0002337258,0.001246396,0.0000903792,0.0001739177,0.0001977538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003266615,0.00001284245,0.9992269,0.0000106913,0.00003288363,0.00002504003,0.0000202356,0.00001078292,0.00006703937,0.000003220152,0.00004595424,0.0005116523],"study_design_scores_gemma":[0.000001807712,0.00001885966,0.9996065,0.000004344663,0.00001690778,0.0001256103,0.00008315686,0.00004706844,0.00001790789,0.00000259927,0.00007394799,0.000001283176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997895,0.0003681087,0.00005320126,0.0000513856,0.000003525433,0.00001004297,0.001165662,0.000002969867,0.000450051],"genre_scores_gemma":[0.9989129,0.0001598427,0.00008951328,0.0000479156,0.000004200553,0.00001306373,0.0006739492,0.000001444236,0.00009717278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01119348,"threshold_uncertainty_score":0.02225667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571756287002676,"score_gpt":0.2515184198807411,"score_spread":0.2358008570107143,"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."}}