{"id":"W4297497474","doi":"10.1007/s00266-022-03109-w","title":"Invited Discussion on 'A Descriptive Comparison of Satisfaction and Well-being Between Expander-Based and Direct-to-Implant Breast Reconstruction After Nipple-Sparing Mastectomy'","year":2022,"lang":"en","type":"letter","venue":"Aesthetic Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Plastic surgery; Otorhinolaryngology; Breast reconstruction; Tissue expander; Implant; Patient satisfaction; Mastectomy; Breast augmentation; Mammaplasty; Surgery; General surgery; Breast cancer; Internal medicine; Cancer","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":[0.006581059,0.000793939,0.0009273625,0.0009864931,0.00283302,0.002751935,0.001853968,0.02200427,0.004956],"category_scores_gemma":[0.02908726,0.0005269158,0.001225751,0.001064029,0.001381515,0.001701315,0.0009432696,0.01721431,0.002156678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004951901,"about_ca_system_score_gemma":0.002797848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009191045,"about_ca_topic_score_gemma":0.01558845,"domain_scores_codex":[0.9955435,0.001850209,0.0005732317,0.0005009216,0.0009066674,0.0006254695],"domain_scores_gemma":[0.9848965,0.01170738,0.0007490246,0.0002345313,0.001316671,0.001095833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006738573,0.0003166141,0.01028467,0.0002251444,0.00006852655,0.00926576,0.002587918,0.00009637305,0.0008882146,0.001704216,0.9628726,0.01101599],"study_design_scores_gemma":[0.0004608915,0.0009333923,0.0394343,0.001039688,0.0002344109,0.008930331,0.01353698,0.000901486,0.001051191,0.003433203,0.9297991,0.0002450093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009448604,0.0009167988,0.0002024456,0.941544,0.04388286,0.0001436828,0.0005721903,0.00002719944,0.003262272],"genre_scores_gemma":[0.01925613,0.0005670612,0.0002607345,0.9482553,0.02334759,0.0002986779,0.0001372598,0.0000279602,0.007849209],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02200427,"threshold_uncertainty_score":0.03592867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277888351610656,"score_gpt":0.2396301826274529,"score_spread":0.2168512991113463,"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."}}