{"id":"W235523091","doi":"10.1177/229255030801600109","title":"Minimal Inframammary Incision for Breast Augmentation","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lachine Hospital","funders":"","keywords":"Inframammary fold; Medicine; Breast augmentation; Patient satisfaction; Surgery; Implant","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219059,0.00008478788,0.0002566251,0.0005466936,0.0001240362,0.00001048894,0.00003190553,0.00008171716,0.0001810909],"category_scores_gemma":[0.0002906481,0.0000717389,0.0001939712,0.0001227289,0.00008351511,0.0001345812,0.00000192169,0.000125237,0.000009131149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375265,"about_ca_system_score_gemma":0.002455433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002610737,"about_ca_topic_score_gemma":0.000374585,"domain_scores_codex":[0.9991822,0.00001905944,0.0003860743,0.00007188998,0.0001350649,0.0002056815],"domain_scores_gemma":[0.9981109,0.0008708613,0.0001964028,0.00005109886,0.000225176,0.0005455961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001275836,0.00003639247,0.702248,0.0000923015,0.0001872033,0.001258823,0.0002429402,0.00002795589,0.0005649636,0.00002441435,0.05604891,0.2379923],"study_design_scores_gemma":[0.0008454368,0.00009999636,0.7107646,0.0002452073,0.00009718481,0.2859773,0.0001313068,0.00008482808,0.0001406942,0.00003161732,0.001490077,0.00009175735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953336,0.0001330751,0.0009674171,0.0001620832,0.003187232,0.00007019518,0.00006864703,0.000004574525,0.00007315606],"genre_scores_gemma":[0.9985876,0.00001291198,0.0004295316,0.0000471972,0.0008022614,0.000001491265,0.00002639574,0.00001192163,0.00008067681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2847185,"threshold_uncertainty_score":0.4355832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02892927156570597,"score_gpt":0.2333293360794818,"score_spread":0.2044000645137758,"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."}}