{"id":"W4244377233","doi":"10.1177/229255030901700409","title":"Neoumbilicoplasty Is a Useful Adjuvant Procedure in Abdominoplasty","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Abdominoplasty; Concomitant; Abdominal wall; Umbilicus (mollusc); Rectus abdominis muscle; Surgery; Abdominal wall defect; Plastic surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007287143,0.000228591,0.0008362461,0.001204995,0.00007225182,0.00004568847,0.00009914668,0.0001743239,0.0003594744],"category_scores_gemma":[0.003972071,0.0002016597,0.0003877843,0.0004692168,0.00007719762,0.000162173,0.000004231953,0.0005721173,0.00003319951],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000303129,"about_ca_system_score_gemma":0.00628198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005911916,"about_ca_topic_score_gemma":0.003314902,"domain_scores_codex":[0.9979156,0.00005590552,0.0008449865,0.0002200593,0.0003151553,0.0006482605],"domain_scores_gemma":[0.9964868,0.001471868,0.0002738664,0.0002071317,0.0002344583,0.00132583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002890134,0.00007307332,0.8827235,0.00005386608,0.00005797543,0.005322986,0.0004054861,0.00003025364,0.0001700175,0.00001121387,0.1050756,0.005787071],"study_design_scores_gemma":[0.000966393,0.0001913717,0.9820715,0.001302072,0.00008351588,0.001631784,0.0001648478,0.0001424307,0.0001872968,0.00005432793,0.01296377,0.0002407331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953952,0.001041088,0.0000267103,0.001201112,0.001762362,0.00008792807,0.0000139408,0.00001192566,0.0004597434],"genre_scores_gemma":[0.9975814,0.00003732986,0.00004514709,0.001159508,0.0008694552,0.000001561012,0.00000318186,0.000022373,0.0002800024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09934799,"threshold_uncertainty_score":0.9993515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786980410678422,"score_gpt":0.2256393221233449,"score_spread":0.2077695180165606,"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."}}