{"id":"W4248260614","doi":"10.1097/01.prs.0000244747.41379.5c","title":"Internal Pedicle Shaping to Improve Aesthetic Results in Reduction Mammaplasty","year":2007,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Medicine; SAINT; Reconstructive surgery; Plastic surgery; Mammaplasty; Surgery; University hospital; General surgery; Reduction (mathematics); Breast surgery; Art history; 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":[0.0002783105,0.00029861,0.0002718787,0.0004829402,0.000264329,0.0003306602,0.0002736238,0.0002603115,0.01076004],"category_scores_gemma":[0.0006472422,0.0001316871,0.0003123462,0.0003578806,0.0004808243,0.000302676,0.0003455074,0.000780463,0.001199799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629336,"about_ca_system_score_gemma":0.0002227566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003273567,"about_ca_topic_score_gemma":0.001195223,"domain_scores_codex":[0.9998937,0.00001616411,0.000007198457,0.00001801269,0.00004020656,0.00002485774],"domain_scores_gemma":[0.9998864,0.0000552843,0.00001398033,0.0000171779,0.000008872574,0.00001832803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001226575,0.0009048978,0.005058212,0.0002231511,0.00007155973,0.005500406,0.0002424563,0.002722919,0.04666592,0.001613664,0.006075284,0.929695],"study_design_scores_gemma":[0.002179489,0.01860552,0.1902199,0.0007795288,0.0006626787,0.4386308,0.0009076394,0.03587445,0.1346518,0.01323824,0.1640075,0.0002424136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8912494,0.009583583,0.0397776,0.002057115,0.000865148,0.0001550242,0.0001226133,0.001306994,0.05488256],"genre_scores_gemma":[0.9738998,0.002330815,0.01263699,0.0005809919,0.0003289451,0.00003333221,0.0001018103,0.0001918429,0.009895472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01076004,"threshold_uncertainty_score":0.0359959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228708777197034,"score_gpt":0.260784463625144,"score_spread":0.2379135859054406,"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."}}