{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002432638,0.00008211283,0.0002834264,0.0005837647,0.00007784239,0.0000281728,0.0000409245,0.00009962435,0.0008187091],"category_scores_gemma":[0.0001300247,0.00006741848,0.0001921675,0.000186705,0.0001413978,0.00008195172,0.000001870864,0.0004468343,0.000020395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003161973,"about_ca_system_score_gemma":0.001446606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006875913,"about_ca_topic_score_gemma":0.00600979,"domain_scores_codex":[0.9991775,0.00001935844,0.0003775989,0.00006872576,0.0001488893,0.0002079708],"domain_scores_gemma":[0.9982154,0.0005077608,0.0001740744,0.00006861117,0.0001687058,0.0008654771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009497203,0.0000194487,0.934796,0.00001552486,0.0000844826,0.0002548791,0.0000394038,0.000002535425,0.0002559173,0.0000677326,0.00710597,0.05726318],"study_design_scores_gemma":[0.0003796262,0.00002989838,0.7379461,0.000110633,0.0001121705,0.2597851,0.000116222,0.00005473707,0.00007032997,0.00003228787,0.00128841,0.00007453352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920458,0.00006445101,0.0001299646,0.0003599098,0.007181054,0.00003024801,0.0000195591,0.000005568985,0.0001635013],"genre_scores_gemma":[0.9988496,0.000001817891,0.0001581105,0.00002819579,0.0009198714,5.231969e-7,0.00001115697,0.000008543683,0.00002215451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2595302,"threshold_uncertainty_score":0.8964291,"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."}}