{"id":"W4293778088","doi":"10.1097/prs.0000000000009488","title":"Discussion: Defining the Relationship between Pocket and Breast Implant Surface Area as the Basis for a New Classification System for Capsular Contracture","year":2022,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre","funders":"","keywords":"Medicine; Capsular contracture; Breast implant; Implant; Conflict of interest; Plastic surgery; General surgery; Surgery; Breast reconstruction; Internal medicine; Law; Breast cancer","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":[0.007028146,0.0006612927,0.0007243652,0.001379872,0.002761564,0.002063079,0.002470842,0.01522175,0.004420894],"category_scores_gemma":[0.01699165,0.0004301229,0.0008520814,0.00125847,0.003872539,0.002577621,0.001121906,0.01434632,0.002593226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005416638,"about_ca_system_score_gemma":0.003341055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01723443,"about_ca_topic_score_gemma":0.01988699,"domain_scores_codex":[0.9955736,0.001504838,0.0007827514,0.0005608901,0.001088585,0.0004893713],"domain_scores_gemma":[0.990921,0.004869368,0.0005034073,0.0004098427,0.002541449,0.0007548057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004293131,0.0001655938,0.05764873,0.0003023663,0.00005719168,0.05692527,0.003082512,0.000903814,0.003171391,0.02305646,0.7473457,0.1069116],"study_design_scores_gemma":[0.0003897605,0.0003797834,0.03597292,0.002232179,0.0001148067,0.2512583,0.01122064,0.006588673,0.002055024,0.04848625,0.6409006,0.000400948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01535629,0.00297655,0.001547147,0.9500585,0.01671707,0.0001100444,0.0002405158,0.00004448687,0.01294943],"genre_scores_gemma":[0.1689281,0.004654287,0.005301711,0.7247366,0.0844382,0.0002118535,0.0004253575,0.00006705286,0.01123678],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01723443,"threshold_uncertainty_score":0.03930062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04575611078038309,"score_gpt":0.2589684434726984,"score_spread":0.2132123326923153,"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."}}