{"id":"W4416121646","doi":"10.1177/22925503251392590","title":"Patient Preferences for Postoperative Drains Following Gender Affirming Mastectomy: A Modified Standard Gamble Approach","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Seroma; Mastectomy; Risk assessment; Breast cancer; Mammaplasty; Discretion","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":[0.009705731,0.000618104,0.0006870496,0.0009976423,0.0005680415,0.001286498,0.0007244939,0.0008257401,0.005472954],"category_scores_gemma":[0.02229311,0.0002513296,0.001149349,0.0004549996,0.0009830231,0.001458723,0.001448213,0.001189368,0.0006177176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008535348,"about_ca_system_score_gemma":0.0009589823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006927183,"about_ca_topic_score_gemma":0.001712707,"domain_scores_codex":[0.9945979,0.0036595,0.0003607418,0.0002633255,0.0008595807,0.0002588477],"domain_scores_gemma":[0.992812,0.004242502,0.001648993,0.0002980582,0.0004390185,0.0005594292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00841477,0.007141094,0.6257617,0.001017803,0.0006713758,0.0009209031,0.01744462,0.005379914,0.002342168,0.004750511,0.005252318,0.3209027],"study_design_scores_gemma":[0.001973131,0.02961603,0.791724,0.002236353,0.0008172778,0.002794798,0.0490177,0.07654741,0.003850159,0.02685892,0.01403031,0.0005339605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991015,0.0002540622,0.004222503,0.001126647,0.00004781985,0.00055667,0.0001377392,0.0000176757,0.00262181],"genre_scores_gemma":[0.9922898,0.0002091109,0.006124442,0.00028088,0.00002183891,0.0006646215,0.00007696957,0.000002900743,0.0003294486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009705731,"threshold_uncertainty_score":0.05132943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04671979217603042,"score_gpt":0.2744399125661693,"score_spread":0.2277201203901389,"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."}}