{"id":"W2401952893","doi":"10.1007/s00238-016-1194-6","title":"Bilateral autologous microtia reconstruction: a simultaneous two-stage approach","year":2016,"lang":"en","type":"article","venue":"European Journal of Plastic Surgery","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Microtia; Surgery; Stage (stratigraphy); Plastic 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":[0.001558363,0.0002803693,0.0007973379,0.000588219,0.00007667749,0.00003711695,0.000148138,0.00005651676,0.0005118913],"category_scores_gemma":[0.003811024,0.0001777896,0.0005566921,0.000247656,0.0003666996,0.0002352837,0.00004770768,0.0003461296,0.0001032916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474266,"about_ca_system_score_gemma":0.0002594236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002420332,"about_ca_topic_score_gemma":2.14936e-7,"domain_scores_codex":[0.9971781,0.0006220902,0.001174122,0.0002877928,0.0003413436,0.0003965987],"domain_scores_gemma":[0.994597,0.003605979,0.0008148514,0.0002635163,0.0003895775,0.0003290414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00177668,0.0002332726,0.6036046,0.0000866792,0.0005232755,0.01111963,0.00008498005,0.00004420765,0.05768456,0.0000502019,0.004398469,0.3203934],"study_design_scores_gemma":[0.006585689,0.001859294,0.7538059,0.005032574,0.0007620729,0.1407669,0.0003448746,0.0003839603,0.02631201,0.0001973187,0.06211296,0.001836471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715789,0.000121846,0.02036567,0.00006856245,0.003173611,0.0001239827,0.00002102787,0.0001283636,0.004418023],"genre_scores_gemma":[0.9944636,0.00007442554,0.004041057,0.00007397617,0.0007752654,0.000001229535,0.000002183266,0.00006437544,0.0005038486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.318557,"threshold_uncertainty_score":0.7250049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289651811433686,"score_gpt":0.2465280814970699,"score_spread":0.223631563382733,"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."}}