{"id":"W3128428516","doi":"10.21203/rs.3.rs-147891/v1","title":"Pediatric Ocular Trauma From A Tertiary Public Hospital in Colombia: Epidemiological Characterization","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; Context (archaeology); Public health; Visual acuity; Pediatrics; Eye injuries; Optometry; Poison control; Surgery; Injury prevention; Emergency medicine; Geography","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":[0.0002090387,0.0002895631,0.0002713155,0.001712717,0.00069374,0.0007705762,0.0004409945,0.0003307794,0.001813835],"category_scores_gemma":[0.0009496025,0.0002593864,0.000194579,0.001638,0.0002751214,0.0003748508,0.0006154235,0.0003602739,0.0001478686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139162,"about_ca_system_score_gemma":0.001345592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05959517,"about_ca_topic_score_gemma":0.0973244,"domain_scores_codex":[0.9996607,0.00003594418,0.00006109788,0.00006820526,0.00008242022,0.00009155588],"domain_scores_gemma":[0.9992375,0.00007597999,0.0003762755,0.0000319529,0.0001331734,0.0001450328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001590544,0.00003068905,0.9969043,0.00006574589,0.000007413631,0.0005179988,0.0003653496,0.00001206156,0.0001456208,0.00002230843,0.0002071407,0.001705468],"study_design_scores_gemma":[0.000001813633,0.00003389889,0.9950327,0.00004647227,0.000007969712,0.001330567,0.00296154,0.00004892075,0.00003754011,0.000008772572,0.000485903,0.000003974311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973031,0.0005384334,0.00007230879,0.0001026347,0.000008905436,0.00005596251,0.0008981464,0.000006098655,0.001014409],"genre_scores_gemma":[0.9985082,0.0006066312,0.0001126795,0.00004003166,0.000009322393,0.00003365726,0.0005704036,0.000001479965,0.0001175471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05959517,"threshold_uncertainty_score":0.1184966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07177618222154303,"score_gpt":0.3764244317016368,"score_spread":0.3046482494800938,"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."}}