{"id":"W6931605367","doi":"10.5683/sp3/q4ulsx","title":"Impact of Adverse Childhood Experiences and Resilience on Adult Emergency Room","year":2022,"lang":"en","type":"dataset","venue":"Borealis","topic":"Machine Learning and Data Classification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Adverse Childhood Experiences; Resilience (materials science); Psychological resilience; Population; Emergency department; Health care; Adverse effect; Vulnerability (computing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001333146,0.0008511527,0.0005858723,0.001423282,0.0005674119,0.001015885,0.001380919,0.001004901,0.0067326],"category_scores_gemma":[0.006506211,0.0002087865,0.001029012,0.001894132,0.0002988486,0.0007617206,0.001241848,0.001370047,0.005323371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135487,"about_ca_system_score_gemma":0.0009322024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03389077,"about_ca_topic_score_gemma":0.07686251,"domain_scores_codex":[0.9992072,0.0001990426,0.0001124841,0.000186139,0.0001642544,0.0001309274],"domain_scores_gemma":[0.9978631,0.0007177559,0.0003629889,0.0003558144,0.0004575746,0.0002427284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001126946,0.0005422424,0.1660568,0.0009957113,0.0002868436,0.0002391933,0.0002451866,0.00272281,0.0003087295,0.0009942936,0.8089208,0.01756041],"study_design_scores_gemma":[0.00100543,0.0004859123,0.6200324,0.0008520535,0.0003266553,0.001241274,0.001582714,0.01554573,0.001133611,0.002403277,0.355201,0.0001900026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0639772,0.0005652716,0.0002691658,0.001182634,0.0001803951,0.00008240807,0.9304032,0.0003070085,0.003032705],"genre_scores_gemma":[0.04514568,0.0002063933,0.0007662923,0.0002261176,0.00003650818,0.0001766843,0.9516635,0.00003089027,0.001747933],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03389077,"threshold_uncertainty_score":0.06738704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009992132657145813,"score_gpt":0.2859608876552374,"score_spread":0.2759687549980916,"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."}}