{"id":"W2012524585","doi":"10.1097/prs.0b013e3181d62962","title":"Gynecomastia: Evolving Paradigm of Management and Comparison of Techniques","year":2010,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Male Breast Health Studies","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Liposuction; Medicine; Gynecomastia; Seroma; Surgery; Hematoma; Medical record; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003026557,0.0001594151,0.0007962037,0.0003332281,0.00005146877,0.000003810939,0.00004291082,0.00008256728,0.0001339664],"category_scores_gemma":[0.0008230735,0.000143933,0.00008121905,0.0001727704,0.0004943458,0.00006172412,0.00007195376,0.0002486089,0.000002041294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000022092,"about_ca_system_score_gemma":0.00007631056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003346638,"about_ca_topic_score_gemma":0.0000204023,"domain_scores_codex":[0.9986625,0.00003247148,0.0006299953,0.0002425461,0.0002043651,0.0002281782],"domain_scores_gemma":[0.9963697,0.002815516,0.000360929,0.0002042498,0.0001406127,0.0001089663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001311143,0.00009805398,0.9073479,0.001186133,0.000170659,0.000008892054,0.0001260631,1.45039e-7,0.0009233046,0.001049799,0.0003265323,0.08863141],"study_design_scores_gemma":[0.000299933,0.00009073364,0.9893447,0.0005985005,0.0001644231,0.0001816552,0.0004527947,0.0001792382,0.007774041,0.0004799695,0.0003028514,0.0001311314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930578,0.000468053,0.000621253,0.00007220047,0.0006201371,0.0003303119,0.00001887415,0.00004708846,0.004764321],"genre_scores_gemma":[0.987456,0.00007493496,0.01233483,0.00001064032,0.00005772199,0.00002622597,0.000003818378,0.00001408214,0.00002177224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08850028,"threshold_uncertainty_score":0.5869419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100692925056139,"score_gpt":0.2894667043584371,"score_spread":0.2684597751078757,"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."}}