{"id":"W4244851733","doi":"10.1177/229255030701500201","title":"Breast autoaugmentation","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastopexy; Medicine; Surgery; 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":[0.000472819,0.00006324935,0.0001815936,0.0006022658,0.00005204064,0.00001369718,0.00002361058,0.00005867209,0.0003309907],"category_scores_gemma":[0.0001086706,0.00005308328,0.0001275696,0.0001514216,0.00005491919,0.00008909059,9.877965e-7,0.0001401646,0.00002189016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446938,"about_ca_system_score_gemma":0.001374129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005511445,"about_ca_topic_score_gemma":0.00211654,"domain_scores_codex":[0.9992664,0.00001181624,0.0003341346,0.00004919579,0.0001233166,0.0002150989],"domain_scores_gemma":[0.9984649,0.0005285221,0.0001573118,0.00004240956,0.0001409973,0.0006659004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002063525,0.00001455788,0.6109038,0.00003065785,0.0001170257,0.001578778,0.00009127425,0.000006745632,0.0002934614,0.00006030698,0.00837275,0.3783243],"study_design_scores_gemma":[0.0002800357,0.00002431344,0.7021984,0.0001763974,0.00007469493,0.2960607,0.0001969528,0.000009908966,0.000192439,0.00002282654,0.0007068031,0.00005648843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933674,0.0001149971,0.001337167,0.0001201819,0.004623095,0.00002512045,0.0000109286,0.000004869368,0.0003962608],"genre_scores_gemma":[0.9990439,0.00000243065,0.0001199689,0.0000316652,0.0007146052,1.125884e-7,0.000007485836,0.000007857119,0.00007191141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3782678,"threshold_uncertainty_score":0.3624116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737891273055136,"score_gpt":0.2320099678816914,"score_spread":0.2146310551511401,"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."}}