{"id":"W1993763659","doi":"10.1097/prs.0000000000000063","title":"Single-Stage Autologous Ear Reconstruction for Microtia","year":2014,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Medicine; Microtia; Stage (stratigraphy); Surgery; Single stage; Complication","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009672202,0.0005637003,0.001461622,0.0008505917,0.0002748564,0.00007367333,0.0001363267,0.0004498363,0.000569299],"category_scores_gemma":[0.006842829,0.0005627221,0.0007001034,0.0004721963,0.0009631569,0.000376242,0.00005692926,0.0004560768,0.00008577354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003623666,"about_ca_system_score_gemma":0.0003591886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000367375,"about_ca_topic_score_gemma":0.00001507689,"domain_scores_codex":[0.9964782,0.0002476744,0.001077741,0.0009987477,0.0003217353,0.000875914],"domain_scores_gemma":[0.9911323,0.00675702,0.0005925673,0.0005391827,0.0005877906,0.0003911711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008024297,0.0001340212,0.5101867,0.0002355828,0.0002715668,0.00001917126,0.00003964209,0.000003047202,0.02784235,0.001287,0.001077902,0.4581006],"study_design_scores_gemma":[0.003797205,0.00169332,0.5950271,0.002093911,0.0009174963,0.009171672,0.0008134218,0.002787988,0.3017056,0.01347547,0.0652759,0.003240929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441949,0.0000756442,0.04213269,0.00007146872,0.004783057,0.001108409,0.0001717867,0.0007012743,0.006760786],"genre_scores_gemma":[0.975274,0.00002900682,0.02296673,0.0001791203,0.0006900151,0.0002564436,0.00009493231,0.0001219943,0.0003878091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4548596,"threshold_uncertainty_score":0.9996824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02732207156956977,"score_gpt":0.2584951503799633,"score_spread":0.2311730788103935,"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."}}