{"id":"W7080058768","doi":"","title":"Serious violence in England and Wales in 2023: An Accident & Emergency perspective","year":2024,"lang":"en","type":"other","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Victimisation; Perspective (graphical); Quarter (Canadian coin); Suicide prevention; Poison control; Injury prevention; Human factors and ergonomics","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":[0.0006846619,0.000293789,0.0003675342,0.001662695,0.001916012,0.002654084,0.0005255764,0.002126706,0.009875146],"category_scores_gemma":[0.001596128,0.0003688547,0.0007541868,0.002063109,0.0007940907,0.001596167,0.003608441,0.002772767,0.001256961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006204714,"about_ca_system_score_gemma":0.007860447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3140373,"about_ca_topic_score_gemma":0.5296968,"domain_scores_codex":[0.9989274,0.0002479112,0.0001348811,0.00006009953,0.0001602671,0.0004693383],"domain_scores_gemma":[0.9979585,0.0001471237,0.000410646,0.00002969526,0.0003709952,0.001082981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004543969,0.0004052895,0.4946162,0.006999594,0.0005192237,0.02686753,0.03882586,0.0008032589,0.001579657,0.01414482,0.2534305,0.1613538],"study_design_scores_gemma":[0.00002383158,0.0002275634,0.8157434,0.004082429,0.00006077156,0.005555869,0.06159195,0.0001840446,0.0000826665,0.0009675999,0.1114034,0.00007661014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5948092,0.1136913,0.0004045444,0.1885537,0.004981527,0.0002356168,0.01028639,0.00007385814,0.08696388],"genre_scores_gemma":[0.8425087,0.09254797,0.0005943595,0.03875405,0.001183078,0.0002079507,0.002527969,0.00003436998,0.02164146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3140373,"threshold_uncertainty_score":0.6244187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042922826009354,"score_gpt":0.3144228624082417,"score_spread":0.2839936341481482,"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."}}