{"id":"W2328933731","doi":"10.1097/prs.0b013e31826703b1","title":"Globalization of Plastic Surgery","year":2012,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"History of Medical Practice","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Globalization; Plastic surgery; General surgery; Surgery; Market economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00109067,0.0002301053,0.0008107813,0.0004377526,0.00007629022,0.000006348434,0.00005723974,0.000180284,0.001601435],"category_scores_gemma":[0.05187387,0.0002196484,0.0003262216,0.0004748437,0.0005438963,0.0004409273,0.00003158227,0.0002950774,0.0002721113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225227,"about_ca_system_score_gemma":0.0005554582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002479136,"about_ca_topic_score_gemma":0.000001753928,"domain_scores_codex":[0.9976388,0.0002115503,0.0007522129,0.000275173,0.0006087862,0.0005134393],"domain_scores_gemma":[0.9643136,0.03420009,0.0004813742,0.00026921,0.0002461347,0.000489616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004718666,0.0003132304,0.9682927,0.0003476322,0.0002446141,0.00002780569,0.0001272996,0.000003748259,0.0006592156,0.0002962258,0.01353484,0.01568086],"study_design_scores_gemma":[0.0005634284,0.00006396215,0.9769574,0.0008275678,0.0006479095,0.0009475931,0.0003864105,0.0001587718,0.001219044,0.00008170477,0.01771968,0.0004264604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792783,0.0007967066,0.004985118,0.00006098619,0.009913333,0.0001562082,0.00002865939,0.00009525507,0.004685448],"genre_scores_gemma":[0.9985621,0.00006232264,0.0005419548,0.00008212596,0.0005911153,0.00001255046,0.000040958,0.0000335947,0.00007327033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0507832,"threshold_uncertainty_score":0.9993112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197920364826422,"score_gpt":0.2679606077821294,"score_spread":0.2359814041338652,"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."}}