{"id":"W4234360562","doi":"10.1177/229255031502300210","title":"Mastopexy for breast ptosis: Utility outcomes of population preferences","year":2015,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Mastopexy; Ptosis; Medicine; Population; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002600281,0.00008971327,0.0003510742,0.0001157509,0.00002214771,0.000005438465,0.00002331835,0.00006989877,0.00004959704],"category_scores_gemma":[0.0004179744,0.00006509887,0.0001039807,0.00008374034,0.00004013175,0.00007445008,0.000009221945,0.00004539593,0.000006509244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001995976,"about_ca_system_score_gemma":0.00008807715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001062847,"about_ca_topic_score_gemma":0.00001574436,"domain_scores_codex":[0.9992529,0.00002350777,0.000292147,0.0001307015,0.0001646361,0.0001361106],"domain_scores_gemma":[0.9978507,0.001694999,0.0001201731,0.0001006233,0.0001275763,0.000105934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003711178,0.00005774975,0.8689699,0.00008656064,0.00005045221,6.066521e-7,0.00002235962,0.000002012645,0.00001803687,0.00003645385,0.0006009251,0.1297838],"study_design_scores_gemma":[0.0004259571,0.00002837971,0.9973612,0.00009251511,0.0001029235,0.001071871,0.0001078331,0.0003644027,0.0001343763,0.0001726967,0.00006938772,0.00006849636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958491,0.0000338198,0.0009077257,0.00009256748,0.002748931,0.0001234159,0.0001059281,0.00003832687,0.0001002056],"genre_scores_gemma":[0.9993703,0.000001466525,0.0003125216,0.000004462757,0.000136281,0.00001410178,0.00011333,0.000007281999,0.00004027189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1297153,"threshold_uncertainty_score":0.2654655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08138833890816624,"score_gpt":0.2852236234518419,"score_spread":0.2038352845436756,"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."}}