{"id":"W3113721587","doi":"10.1097/prs.0000000000007422","title":"“You Helped Create This, Help Me Now”: A Qualitative Analysis of Patients’ Concerns about Breast Implants and a Proposed Strategy for Moving Forward","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Breast implant; Active listening; Thematic analysis; Qualitative research; Context (archaeology); Breast augmentation; Honesty; Confidentiality; Medical education; Implant; Social psychology; Psychology; Surgery; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003573583,0.0003811244,0.001535652,0.0005731636,0.0001388948,0.00003683595,0.00007120706,0.0001980196,0.0002301035],"category_scores_gemma":[0.0005392833,0.0003219121,0.0004562751,0.0007403285,0.0004767238,0.0002484636,0.00004342902,0.0002352095,0.000006834623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008223346,"about_ca_system_score_gemma":0.0003699933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009548388,"about_ca_topic_score_gemma":0.00004818617,"domain_scores_codex":[0.99746,0.0001842826,0.0009247586,0.0006346786,0.0003242392,0.0004720263],"domain_scores_gemma":[0.9950927,0.003091868,0.0006713949,0.0001585795,0.0005948402,0.0003906155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007996097,0.0002119463,0.8085341,0.001141249,0.008490146,0.00002575295,0.007365636,0.00002647712,0.002047108,0.000245738,0.0003154843,0.1636003],"study_design_scores_gemma":[0.01025162,0.001484763,0.9121081,0.0013432,0.01421592,0.005302733,0.02864448,0.01738219,0.006891342,0.0005429919,0.0001034942,0.001729192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906718,0.00010763,0.002534991,0.00009233437,0.00044303,0.0007936778,0.00512803,0.00006747172,0.0001611051],"genre_scores_gemma":[0.99801,0.00003981185,0.0009033941,0.00003382933,0.000179105,0.00003143527,0.0007246732,0.00003632198,0.00004139362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1618711,"threshold_uncertainty_score":0.9999233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080337094841022,"score_gpt":0.3025972606183777,"score_spread":0.2617938896699675,"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."}}