{"id":"W7161849539","doi":"10.82308/47106","title":"Epidemiology of facial and orbital injuries in Quebec, Canada","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facial trauma; Orbital Fracture; Facial skeleton; Observational study; Epidemiology; Retrospective cohort study; Poison control; Socioeconomic status","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003145567,0.0003296049,0.0003226917,0.002321174,0.002650045,0.001336836,0.001197958,0.0004507225,0.004405504],"category_scores_gemma":[0.001387075,0.0002792035,0.00049494,0.005175943,0.0007002729,0.0004418388,0.0006921547,0.0006496363,0.0003022236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03167721,"about_ca_system_score_gemma":0.02597282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964631,"about_ca_topic_score_gemma":0.9976211,"domain_scores_codex":[0.9992633,0.00003996909,0.00005888724,0.0001082805,0.0003193308,0.0002101341],"domain_scores_gemma":[0.9981775,0.000082152,0.0005055223,0.00004308061,0.0008187728,0.0003729989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003003364,0.00002216583,0.99118,0.00005164988,0.00003990569,0.0001441875,0.0002830537,0.0001261584,0.0001762128,0.0001602276,0.002806766,0.004979723],"study_design_scores_gemma":[0.000003474287,0.00001430795,0.9968241,0.00007237739,0.00001282654,0.0001907058,0.000853833,0.0002361446,0.00003267149,0.00001969252,0.001730902,0.000009010893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570653,0.005728643,0.0003297502,0.001341377,0.00005840605,0.0001963703,0.02289292,0.00007185265,0.01231539],"genre_scores_gemma":[0.9913957,0.002514634,0.000284557,0.0002375493,0.00001266587,0.00004606347,0.003239224,0.00001153804,0.002258165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03167721,"threshold_uncertainty_score":0.2298354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189512397122081,"score_gpt":0.2922541782975948,"score_spread":0.2733029385853867,"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."}}