{"id":"W4390948612","doi":"10.1016/j.burnso.2024.01.003","title":"Epidemiology and perceptions of non-fatal burns among select youth (15–24 years old) from Peshawar Pakistan; a sequential explanatory mixed methods study","year":2024,"lang":"en","type":"article","venue":"Burns Open","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Fogarty International Center; National Institutes of Health; University of Saskatchewan","keywords":"Medicine; Incidence (geometry); Epidemiology; Demography; Thematic analysis; Qualitative research","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001962401,0.0002478001,0.0008455736,0.0002645769,0.00008299087,0.00006725277,0.0003570338,0.0001363162,0.0009572514],"category_scores_gemma":[0.0001508359,0.0002101245,0.0001650406,0.0003021059,0.0002428421,0.0002450605,0.0005355184,0.000356466,0.00004452295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006709517,"about_ca_system_score_gemma":0.00008420887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336518,"about_ca_topic_score_gemma":0.0003836606,"domain_scores_codex":[0.9976953,0.0005406305,0.000629833,0.000596226,0.0001929946,0.000344987],"domain_scores_gemma":[0.9987378,0.0004290331,0.0001199301,0.0004870122,0.00004979636,0.0001764273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004589408,0.0005254329,0.9368742,0.0002552836,0.002301036,0.0004432568,0.02719527,0.000007889301,0.002557943,0.001203113,0.01242036,0.01575732],"study_design_scores_gemma":[0.002305288,0.0007440768,0.9550301,0.0002584907,0.001171044,0.00001383329,0.03645817,0.0007618199,0.0002145195,0.0006068734,0.002097919,0.0003378984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921275,0.0006683227,0.003282563,0.000196797,0.0006670016,0.001429713,0.0001713505,0.00008159176,0.001375118],"genre_scores_gemma":[0.9883866,0.00008658638,0.006869837,0.0001775975,0.0002148573,0.00007277057,0.0001947201,0.00004545683,0.003951566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01815591,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06308491689309521,"score_gpt":0.4237610881882178,"score_spread":0.3606761712951226,"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."}}