{"id":"W4252429208","doi":"10.32920/14642148","title":"Taking action on violence through research, policy, and practice","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Society of Canada; Education and Early Childhood Development; University of Toronto; Toronto Metropolitan University; Centre for Global Health Research; Institute of Population and Public Health; Public Health Ontario","funders":"","keywords":"Thematic analysis; Domestic violence; Participatory action research; Public relations; Population; Social determinants of health; Poison control; Public health; Political science; Criminology; Suicide prevention; Medicine; Psychology; Sociology; Nursing; Qualitative research; Environmental health; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.345897,0.002013635,0.00400562,0.007875347,0.01802688,0.04435267,0.008654166,0.01715086,0.008032314],"category_scores_gemma":[0.2567808,0.001553002,0.002211283,0.007902075,0.07875769,0.03063657,0.03140939,0.0193843,0.001926681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03598277,"about_ca_system_score_gemma":0.2391061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02070058,"about_ca_topic_score_gemma":0.01918206,"domain_scores_codex":[0.5649842,0.3661133,0.01204512,0.01413866,0.02852031,0.01419839],"domain_scores_gemma":[0.5150247,0.3668737,0.01557822,0.02866822,0.0367558,0.03709947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001335338,0.001333333,0.006890332,0.01764666,0.0004205808,0.000800597,0.2522018,0.001666606,0.001491223,0.3357102,0.09583955,0.2858656],"study_design_scores_gemma":[0.0003011314,0.0005098448,0.003056544,0.05477014,0.0002474381,0.0003533723,0.3012782,0.001047671,0.001337392,0.286723,0.3501856,0.0001896254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01715769,0.05721692,0.0377501,0.7922822,0.006349246,0.004721197,0.0001867465,0.000360468,0.08397534],"genre_scores_gemma":[0.5870684,0.06613743,0.2073848,0.1168052,0.003210073,0.00871014,0.0002411837,0.0003371408,0.0101056],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.345897,"threshold_uncertainty_score":0.8066254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.603380335867391,"score_gpt":0.6926160462660561,"score_spread":0.08923571039866507,"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."}}