{"id":"W169414666","doi":"10.1177/229255030301100206","title":"Simultaneous breast augmentation and mastopexy","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastopexy; Medicine; Ptosis; Surgery; Augmentation Mammoplasty; Breast augmentation; Anatomy; Implant","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":[0.0001874093,0.0000709213,0.0001935512,0.0003268376,0.00006028115,0.00002014962,0.00001414543,0.00005150965,0.0002759138],"category_scores_gemma":[0.0003908058,0.00005939882,0.00006688422,0.00009418876,0.00006593415,0.00007042434,8.011261e-7,0.0001194959,0.000008148644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000744748,"about_ca_system_score_gemma":0.001036042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002468129,"about_ca_topic_score_gemma":0.0006658224,"domain_scores_codex":[0.999418,0.00003158114,0.0002391384,0.00006027258,0.00008828668,0.0001626751],"domain_scores_gemma":[0.9984347,0.0007476825,0.0001150522,0.0000380324,0.000104523,0.0005600737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002280395,0.00002578926,0.7604524,0.00008814934,0.0002161193,0.003237656,0.0002091875,0.0001065249,0.000422467,0.0002430192,0.004589866,0.2301807],"study_design_scores_gemma":[0.0009512305,0.00008299875,0.1931976,0.0003916442,0.0002227628,0.8006337,0.0005647444,0.0001207791,0.0001975772,0.00009549664,0.003376978,0.0001645164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970142,0.000270125,0.0002466354,0.00009475466,0.002066691,0.00003118471,0.00001380078,0.000002976868,0.0002595987],"genre_scores_gemma":[0.9995465,0.00001110031,0.0001233013,0.00003286571,0.0001739871,2.50278e-7,0.000003514972,0.000008069655,0.0001004113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.797396,"threshold_uncertainty_score":0.3021063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264737558837976,"score_gpt":0.2095603535691166,"score_spread":0.1969129779807369,"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."}}