{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002522056,0.0002300413,0.0002412132,0.000645029,0.0001781729,0.0007141641,0.0001655403,0.0003993518,0.002382766],"category_scores_gemma":[0.007918993,0.00007947754,0.0007658551,0.000650288,0.0003127908,0.0005240718,0.0006729413,0.0004117764,0.0002313835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004004934,"about_ca_system_score_gemma":0.0001896241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347532,"about_ca_topic_score_gemma":0.001477029,"domain_scores_codex":[0.998924,0.0005586537,0.00007394684,0.0001242861,0.000197439,0.0001216671],"domain_scores_gemma":[0.9963729,0.001404315,0.001457403,0.0001765614,0.000227975,0.0003608745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001356364,0.0004180459,0.9842481,0.00003093655,0.0002728003,0.0000820428,0.0002454534,0.0003330952,0.0002119398,0.00009551419,0.0001710893,0.01253472],"study_design_scores_gemma":[0.0000456572,0.001276713,0.9962736,0.000008891298,0.00007403357,0.0003629696,0.0003701223,0.001045603,0.0001224222,0.000215064,0.0001936647,0.0000111856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988926,0.0001845977,0.0001526158,0.00004307538,0.000002139241,0.00002347643,0.000170258,0.000002243636,0.0005291009],"genre_scores_gemma":[0.9996498,0.0000435547,0.00006330823,0.00001381753,0.000002935156,0.00001111062,0.0001239368,6.363783e-7,0.00009093375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002522056,"threshold_uncertainty_score":0.01333803,"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."}}