{"id":"W3004403440","doi":"10.25301/jpda.291.3","title":"Pediatric Maxillofacial Trauma Management Experience at Tertiary Care Hospital- A Retrospective Study","year":2020,"lang":"en","type":"article","venue":"Journal of The Pakistan Dental Association","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Etiology; Medicine; Retrospective cohort study; Tertiary care; Pediatrics; Emergency medicine; General surgery; Surgery; Internal medicine","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":[0.000191538,0.0001490304,0.0002689793,0.00006540972,0.0001781585,0.00005227128,0.0002158782,0.00005710302,0.00008843478],"category_scores_gemma":[0.00007997388,0.0001045103,0.0002794816,0.0002757935,0.0000163333,0.0001083235,0.0001499654,0.0002657114,0.00002727439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002280856,"about_ca_system_score_gemma":0.00001352504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001144946,"about_ca_topic_score_gemma":0.00001088691,"domain_scores_codex":[0.9980336,0.00006643139,0.0004874099,0.0001800319,0.001045572,0.0001869803],"domain_scores_gemma":[0.9989354,0.000009550215,0.0006470307,0.0001315172,0.0001567787,0.0001197512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001324067,0.000331877,0.9732275,0.00004068806,0.0002181471,0.0001816258,0.02304791,0.000007002957,0.00005373675,0.00001076573,0.001264209,0.00148412],"study_design_scores_gemma":[0.002007365,0.00059582,0.9661664,0.00001683497,0.000509233,0.000008848939,0.027794,0.000004884655,0.0001543001,0.00001419336,0.002622684,0.0001054354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944668,0.0001433244,0.00003826628,0.002172028,0.0008129472,0.0007413176,0.000009295988,0.00001860648,0.001597442],"genre_scores_gemma":[0.9982834,0.00002763043,0.00007026743,0.0006453705,0.0004124556,0.000008623923,0.000002358631,0.00001553176,0.0005343289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007061103,"threshold_uncertainty_score":0.596436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007398189257364714,"score_gpt":0.2635824597261323,"score_spread":0.2561842704687675,"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."}}