{"id":"W2403564751","doi":"10.1097/prs.0000000000001038","title":"Discussion","year":2014,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002612321,0.0006364083,0.001497698,0.0008318117,0.0001544431,0.00005154294,0.0001081422,0.001433018,0.001119824],"category_scores_gemma":[0.0004016116,0.0004029332,0.0006816942,0.0002612294,0.0005033406,0.0001279281,0.00004996368,0.002510603,0.0006567079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844731,"about_ca_system_score_gemma":0.0005026812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001639879,"about_ca_topic_score_gemma":0.000001994301,"domain_scores_codex":[0.9969592,0.0001881471,0.0007731071,0.0008146117,0.000539783,0.0007251159],"domain_scores_gemma":[0.9954991,0.003094243,0.0005200494,0.0004831353,0.0001931097,0.0002104026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001342362,0.00001853123,0.01231999,0.0005061895,0.0003001485,0.0005984236,0.0000149128,2.070181e-7,0.00002174,0.000007589555,0.7687688,0.2173092],"study_design_scores_gemma":[0.0008888255,0.0001042501,0.00685691,0.003317063,0.001061879,0.3769947,0.00007080894,0.00009642124,0.0002583265,0.0007299085,0.6083354,0.00128552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1636073,0.00051292,0.003483665,0.7251039,0.07750434,0.002253612,0.0008152964,0.001522436,0.02519652],"genre_scores_gemma":[0.1876999,0.0003159179,0.006006956,0.5989405,0.1570183,0.0005307064,0.01471646,0.001521128,0.03325013],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3763963,"threshold_uncertainty_score":0.9998633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220078621626518,"score_gpt":0.2361281328786052,"score_spread":0.21392734666234,"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."}}