{"id":"W2056279697","doi":"10.1097/prs.0b013e3182450a8f","title":"Are Pfannenstiel Scars a Boon or a Curse for DIEP Flap Breast Reconstructions?","year":2011,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mohawk College","funders":"","keywords":"Medicine; DIEP flap; Breast reconstruction; Scars; Surgery; Abdominal wall; Mammaplasty; Breast cancer; Internal medicine; Cancer","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":[0.001567216,0.0003390958,0.0004328841,0.0006075415,0.0003821902,0.0005630079,0.0003358051,0.0009677081,0.002357629],"category_scores_gemma":[0.01048918,0.0001603708,0.000369153,0.0005007536,0.001060322,0.0008343482,0.0002166926,0.0004144024,0.0003605732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002187654,"about_ca_system_score_gemma":0.0003911889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002494681,"about_ca_topic_score_gemma":0.0004547917,"domain_scores_codex":[0.9992535,0.0002053393,0.00007859627,0.00006866032,0.0002451632,0.000148762],"domain_scores_gemma":[0.9944688,0.002448211,0.002256111,0.0001925733,0.0002678978,0.0003663704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001116497,0.0001658263,0.8302036,0.0006452507,0.0001627789,0.01674007,0.0004638339,0.0001167384,0.002468501,0.0005013896,0.00110956,0.1463059],"study_design_scores_gemma":[0.0001117987,0.00278535,0.6637985,0.0009916053,0.0004524966,0.3116874,0.004881807,0.0008271727,0.003640565,0.001863245,0.008890664,0.00006929889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830976,0.01281451,0.0008862093,0.001970551,0.0001835589,0.0000138161,0.00003035102,0.0000140527,0.0009894052],"genre_scores_gemma":[0.9962081,0.002863729,0.000312725,0.0002028076,0.0002512349,0.000004853076,0.00002362071,0.000003593073,0.0001293391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002357629,"threshold_uncertainty_score":0.008288324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0612647940020776,"score_gpt":0.2677706940131305,"score_spread":0.2065059000110529,"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."}}