{"id":"W1708694363","doi":"10.1177/229255031001800405","title":"Breast Augmentation: A Geographical Comparison","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053877,0.000206134,0.0002385952,0.001941078,0.0004863847,0.0005158134,0.0003389934,0.0003157486,0.003488514],"category_scores_gemma":[0.002249106,0.0001330176,0.0004004104,0.001634302,0.0003278689,0.0004189197,0.0008953132,0.0001623426,0.0004716712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004241406,"about_ca_system_score_gemma":0.0003142797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036911,"about_ca_topic_score_gemma":0.01335438,"domain_scores_codex":[0.9994174,0.0001390285,0.00007251643,0.0001357605,0.0001348366,0.0001003868],"domain_scores_gemma":[0.9988545,0.0002237036,0.0004916866,0.00007792986,0.0002066156,0.0001455808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000190059,0.00002695782,0.9950448,0.00003502502,0.00007623163,0.0002089028,0.000312719,0.00004585636,0.000392905,0.00004373224,0.0001135366,0.003509326],"study_design_scores_gemma":[0.00001032742,0.0001858399,0.9974405,0.000010022,0.00002766041,0.0007752383,0.001009497,0.00007969225,0.00005059445,0.00001675566,0.0003894802,0.000004379376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988295,0.0002835075,0.00008319729,0.00003108251,0.00000471996,0.00001384221,0.0002487185,0.000002095189,0.0005032299],"genre_scores_gemma":[0.999408,0.0001519309,0.00006630505,0.00001701652,0.000006041696,0.00001077612,0.0002798112,0.000001416321,0.00005877715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036911,"threshold_uncertainty_score":0.02061754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697114536821529,"score_gpt":0.2411292219312348,"score_spread":0.2241580765630196,"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."}}