{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02793585,0.0009060929,0.001079419,0.001880758,0.01194123,0.005654892,0.003016869,0.003231111,0.003647903],"category_scores_gemma":[0.03667707,0.0008859151,0.0007834216,0.00210269,0.01180912,0.005145132,0.006188354,0.005469622,0.0004444528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01039275,"about_ca_system_score_gemma":0.01329413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01222583,"about_ca_topic_score_gemma":0.01969121,"domain_scores_codex":[0.9776243,0.01786523,0.0005906487,0.0006976045,0.001190732,0.002031489],"domain_scores_gemma":[0.9620956,0.03006457,0.001859881,0.0006502576,0.002985099,0.002344633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003307808,0.00002656961,0.0009578454,0.0001493444,0.000003411727,0.000466406,0.9937304,0.0000254747,0.000330121,0.0009409396,0.0007108846,0.002625457],"study_design_scores_gemma":[0.000005255778,0.00002440871,0.000385534,0.0001310942,0.000002960028,0.0001492255,0.9943728,0.00005327699,0.0001422123,0.0003213556,0.004402204,0.000009601987],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582974,0.00131061,0.008184319,0.02281085,0.0003825224,0.001090911,0.0005333468,0.00005886491,0.007331264],"genre_scores_gemma":[0.9837653,0.001314258,0.004789877,0.004685908,0.0000642204,0.001336591,0.0001627921,0.0000524968,0.003828488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02793585,"threshold_uncertainty_score":0.1477407,"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."}}