{"id":"W2071480206","doi":"10.1097/01.prs.0000154212.10845.54","title":"Prospective Study of Outcomes after Reduction Mammaplasty","year":2005,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Mammaplasty; Quality of life (healthcare); Prospective cohort study; Population; Physical therapy; Nottingham Health Profile; Surgery; Alternative medicine; Environmental health","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":[0.00102329,0.0002364512,0.0003388979,0.0005337028,0.0003598608,0.0004343551,0.0001954532,0.0003536788,0.001533292],"category_scores_gemma":[0.00348673,0.0001732432,0.0004048288,0.0006043968,0.0002598495,0.0003925246,0.0003573498,0.0005765288,0.0002981986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985708,"about_ca_system_score_gemma":0.000356394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00096788,"about_ca_topic_score_gemma":0.001112843,"domain_scores_codex":[0.999317,0.0002428221,0.00008162645,0.00009217893,0.000155471,0.0001108821],"domain_scores_gemma":[0.9970596,0.0005213493,0.001419221,0.00016855,0.0003724048,0.0004588971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002373508,0.00006266443,0.9975386,0.0000170008,0.00005056474,0.00008513378,0.00005067935,0.00002387831,0.00007557339,0.000007980288,0.00007944942,0.001771127],"study_design_scores_gemma":[0.00002238957,0.0006200745,0.9983703,0.000008495287,0.00003921309,0.0004723425,0.000102135,0.00004021807,0.00005850702,0.00001214915,0.0002497346,0.000004555516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987759,0.0003588009,0.00007090855,0.00004000442,0.000007968475,0.00002163434,0.0003836343,0.000003349066,0.0003377439],"genre_scores_gemma":[0.9988325,0.0001162425,0.00007779314,0.00003051867,0.00001311599,0.00002864477,0.0007720675,0.000001591516,0.000127647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001533292,"threshold_uncertainty_score":0.005411744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147924941549249,"score_gpt":0.2460380245554215,"score_spread":0.2312455304004966,"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."}}