{"id":"W1972993533","doi":"10.1136/ip.2010.029215.385","title":"Violence issues: education as prevention and intervention","year":2010,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Intervention (counseling); Medical education; Public health; Poison control; Population; Socioeconomic status; Social work; Domestic violence; Mental health; Suicide prevention; Medicine; Psychology; Public relations; Nursing; Political science; Pedagogy; Environmental health; Psychiatry","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":[0.007491266,0.0005189115,0.000603552,0.001532283,0.001790422,0.004273724,0.001180892,0.003515858,0.007553019],"category_scores_gemma":[0.0107102,0.0002486539,0.0003154197,0.0009831056,0.002989794,0.002562741,0.004733803,0.003031923,0.0007924435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003369082,"about_ca_system_score_gemma":0.01718808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004137814,"about_ca_topic_score_gemma":0.00488328,"domain_scores_codex":[0.9948095,0.003872175,0.0001680048,0.0001444582,0.0005781887,0.0004276013],"domain_scores_gemma":[0.993769,0.003164775,0.0004856134,0.0002168968,0.0005164366,0.001847375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005722806,0.002572389,0.003576268,0.00233231,0.00002068643,0.0002015817,0.005467569,0.000590515,0.000267138,0.07530557,0.04153594,0.8680729],"study_design_scores_gemma":[0.0005402857,0.002591364,0.04060792,0.02558396,0.0001609691,0.002231197,0.04153435,0.003784624,0.00170826,0.2429499,0.6381851,0.0001220543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04281186,0.1625992,0.02685907,0.5651113,0.0077577,0.002027142,0.0001156749,0.0004786975,0.1922394],"genre_scores_gemma":[0.6731992,0.1740194,0.07045039,0.04421315,0.004375267,0.002705892,0.000128086,0.00005721818,0.03085133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007553019,"threshold_uncertainty_score":0.03961807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404831409735195,"score_gpt":0.3978602346069271,"score_spread":0.3838119205095751,"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."}}