{"id":"W2079922589","doi":"10.1097/01.prs.0000201493.76256.65","title":"Prospective Study of Outcomes after Reduction Mammaplasty: Long-Term Follow-Up","year":2006,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Mammaplasty; Body mass index; Overweight; Prospective cohort study; Anthropometry; Surgery; Complication; Population; Physical therapy; Internal medicine","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":[0.0002213326,0.0003878519,0.001020141,0.0006656831,0.0001097192,0.00002599067,0.0000597264,0.0001857829,0.000314171],"category_scores_gemma":[0.0001433761,0.0003234503,0.000336334,0.0004281329,0.0003491957,0.000276998,0.00004175979,0.0003275594,0.00004156234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737768,"about_ca_system_score_gemma":0.0002051439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001696904,"about_ca_topic_score_gemma":0.0001864774,"domain_scores_codex":[0.9975528,0.0001069202,0.000872109,0.0005944782,0.0004443169,0.0004294339],"domain_scores_gemma":[0.9979863,0.0007938052,0.0004326719,0.0003121143,0.0003406261,0.0001344462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002103321,0.0006075374,0.9592887,0.0001073433,0.0004678167,0.0001072224,0.0001996519,0.000002628952,0.000361861,0.00002901935,0.00008240785,0.03664252],"study_design_scores_gemma":[0.002665772,0.0002172923,0.9756666,0.0002337062,0.0004847877,0.01756529,0.0009349375,0.000006653956,0.001726767,0.0001944823,0.000002228152,0.000301488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919934,0.00007426654,0.0001480875,0.00001933506,0.0061554,0.0008981938,0.00005621976,0.0001176514,0.0005374148],"genre_scores_gemma":[0.9985942,0.000004475301,0.0001932977,0.000002951127,0.0004781215,0.0001270856,0.00004297749,0.00004456973,0.0005123164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03634103,"threshold_uncertainty_score":0.9999217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394427968877851,"score_gpt":0.2415693875420059,"score_spread":0.2276251078532274,"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."}}