{"id":"W1456185470","doi":"10.1177/229255030701500113","title":"Vertical mammaplasty: Postoperative changes, complications and patient evaluation","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mammaplasty; Surgery; Patient satisfaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003525384,0.0002405619,0.0003572908,0.000737073,0.0003584934,0.0003773792,0.0001550592,0.0004051879,0.001262337],"category_scores_gemma":[0.00202262,0.0001589071,0.0003800727,0.0005946593,0.0002733532,0.0004372602,0.0002148705,0.0003988882,0.0001656777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240751,"about_ca_system_score_gemma":0.0001661897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089998,"about_ca_topic_score_gemma":0.001505698,"domain_scores_codex":[0.9997341,0.00004990807,0.00003738399,0.00003085531,0.00007265752,0.00007502658],"domain_scores_gemma":[0.9987667,0.0003124149,0.0005554105,0.00003328455,0.000108857,0.0002233925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003320794,0.0001042071,0.9872078,0.00002499196,0.00002203882,0.003619703,0.0002191246,0.00005972757,0.0007622038,0.00001025943,0.00007655815,0.007561197],"study_design_scores_gemma":[0.0000107784,0.000703148,0.9804665,0.000008332334,0.00002657926,0.01777797,0.0003099961,0.0001101039,0.0003010166,0.0000135487,0.000261343,0.00001066922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992104,0.0003223786,0.00004716047,0.00001696966,0.00000341684,0.000005166148,0.00005249748,0.000002266839,0.0003396661],"genre_scores_gemma":[0.9994387,0.000178186,0.00006912775,0.00002148715,0.00001292772,0.000005836095,0.0001172476,0.000001391661,0.0001550605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001262337,"threshold_uncertainty_score":0.004222929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556956225143203,"score_gpt":0.2581327799525374,"score_spread":0.2225632177011053,"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."}}