{"id":"W2325122661","doi":"10.1097/psn.0b013e31821ea99c","title":"Plastic Surgery on the Rise","year":2011,"lang":"en","type":"editorial","venue":"Plastic Surgical Nursing","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Plastic surgery; Gerontology; Archaeology; General surgery; Medicine; Surgery","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","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002666207,0.0006712807,0.001361236,0.000263947,0.001542468,0.00003118244,0.0004653018,0.002902343,0.001935425],"category_scores_gemma":[0.02196512,0.0004186212,0.0003557589,0.0002638001,0.0002843986,0.00005613868,0.00008018302,0.006246438,0.002977639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006754309,"about_ca_system_score_gemma":0.001795048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003843682,"about_ca_topic_score_gemma":0.00009179085,"domain_scores_codex":[0.9916304,0.003005706,0.001469346,0.0008517371,0.001477839,0.001564951],"domain_scores_gemma":[0.775179,0.2227542,0.0006118573,0.0006469977,0.0003524201,0.0004556265],"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":[0.0003906775,0.0001382583,0.00008403382,0.0006705977,0.0000536755,0.000157521,0.001354968,0.000001511755,1.974926e-7,0.001405243,0.9937879,0.001955431],"study_design_scores_gemma":[0.0004091409,0.0001269249,0.000274235,0.01423628,0.00007985983,0.00000404603,0.001281747,0.00004343665,3.581088e-7,0.0002680702,0.9828352,0.0004407236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003136597,0.001561704,0.00003195334,0.0009314531,0.9696525,0.000629322,0.0002254519,0.00024232,0.02358872],"genre_scores_gemma":[0.05115254,0.0006674131,0.000005145505,0.00003990685,0.9457927,0.0002877707,0.0001058176,0.000180367,0.00176836],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2197485,"threshold_uncertainty_score":0.9998266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298535459858965,"score_gpt":0.4165017503959155,"score_spread":0.286648204410019,"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."}}