{"id":"W4414370432","doi":"10.1093/jbcr/iraf180","title":"Revisiting the Enduring Principles of Plastic Surgery","year":2025,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Plastic surgery; MEDLINE; Patient care; Reconstructive surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004109938,0.00007697062,0.0004168474,0.0006791995,0.000125776,0.00002577284,0.00016188,0.00006452815,0.00003845531],"category_scores_gemma":[0.003674853,0.00004778635,0.0004631942,0.0005213948,0.0002186206,0.0000767727,0.0001001011,0.0007876439,0.000001235407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360762,"about_ca_system_score_gemma":0.0006976954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001532814,"about_ca_topic_score_gemma":9.92081e-7,"domain_scores_codex":[0.9981683,0.0003265783,0.0005899558,0.0001030186,0.0005745273,0.0002376217],"domain_scores_gemma":[0.9948843,0.002901267,0.0002149233,0.0002390271,0.001699606,0.00006094153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005487782,0.00005690982,0.5372144,0.00249782,0.0007800993,0.000403867,0.0009487743,0.0000152618,0.1062655,0.001287938,0.001167998,0.3488126],"study_design_scores_gemma":[0.0007506476,0.0002012683,0.366896,0.01383322,0.0002430871,0.001068883,0.01297466,0.00001760458,0.5398768,0.0003353257,0.06364954,0.000152981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840029,0.01048402,0.000343899,0.0003650319,0.0002396889,0.000141925,0.000001761534,0.000008433464,0.004412377],"genre_scores_gemma":[0.9980443,0.00118635,0.0002455231,0.0000162525,0.0003196293,0.000003082845,8.029439e-7,0.000008879194,0.0001751719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4336113,"threshold_uncertainty_score":0.4399408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07363103557031,"score_gpt":0.3848321777696512,"score_spread":0.3112011421993411,"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."}}