{"id":"W2917380268","doi":"10.1097/prs.0000000000003599","title":"American Society of Maxillofacial Surgeons 2006 to 2016: Another Decade of Excellence in Education and Research","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"History of Medical Practice","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Plastic Surgery Foundation","keywords":"Medicine; Excellence; Outreach; Credentialing; Medical education; Center of excellence","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001570369,0.0001115573,0.0004995607,0.0003425241,0.0001239537,0.000009446686,0.0001126285,0.00008241809,0.0001774609],"category_scores_gemma":[0.01290612,0.0001086685,0.00008575163,0.0002347949,0.002122262,0.0001631693,0.00007134211,0.0003624941,0.00001632156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291991,"about_ca_system_score_gemma":0.001227512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003707859,"about_ca_topic_score_gemma":0.0001070064,"domain_scores_codex":[0.9984071,0.0001496277,0.0004047566,0.0003108864,0.0004482131,0.0002794082],"domain_scores_gemma":[0.9951418,0.00362788,0.0003513064,0.0003519047,0.0003397928,0.0001872976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003565543,0.0002326702,0.6285689,0.000154968,0.00004227295,0.000007031641,0.0007932514,4.675468e-7,0.00505364,0.00002415931,0.01002799,0.3547381],"study_design_scores_gemma":[0.0003496292,0.0001088698,0.9710045,0.0007138463,0.0000336132,0.0000625317,0.002332252,0.00002824099,0.002037078,0.0001088412,0.02307874,0.000141831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947569,0.0001846402,0.0001501965,0.001050514,0.0006204233,0.0002229689,0.00002238073,0.00000656045,0.002985421],"genre_scores_gemma":[0.9969463,0.0002686103,0.002198789,0.00007956331,0.00005126067,0.00002026848,0.000002201248,0.00001582944,0.0004171453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3545963,"threshold_uncertainty_score":0.9954086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05624812966638988,"score_gpt":0.3588378695441816,"score_spread":0.3025897398777917,"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."}}