{"id":"W2805779939","doi":"10.1016/j.chiabu.2018.04.019","title":"The utility of Twitter as a tool for increasing reach of research on sexual violence","year":2018,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Health Canada; University of Manitoba","keywords":"Public relations; Social media; Government (linguistics); Dissemination; Conversation; Sexual violence; Public health; Information Dissemination; Political science; Psychology; Sociology; Medicine; Nursing; Criminology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03629219,0.0006900451,0.0006975995,0.01499166,0.002186847,0.005437849,0.00158803,0.002585982,0.02680777],"category_scores_gemma":[0.1968247,0.0008102283,0.0007176333,0.006111364,0.0008431551,0.01482853,0.007912755,0.001959615,0.005649632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373326,"about_ca_system_score_gemma":0.002358649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728781,"about_ca_topic_score_gemma":0.005687805,"domain_scores_codex":[0.9748808,0.01801847,0.00224093,0.001082048,0.003196719,0.0005810742],"domain_scores_gemma":[0.5224417,0.4085879,0.02095677,0.01374244,0.02501621,0.009255074],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001292616,0.0005778463,0.1137281,0.004888487,0.0004458178,0.0004164719,0.02333672,0.0008023389,0.004956939,0.008700196,0.09573062,0.7451239],"study_design_scores_gemma":[0.00107537,0.002469025,0.3202465,0.01129256,0.001298703,0.001171093,0.04980151,0.02196593,0.01166065,0.07287287,0.5051776,0.0009681543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.387381,0.01199513,0.06274871,0.1680918,0.00639783,0.005603321,0.04906224,0.007788401,0.3009316],"genre_scores_gemma":[0.8288097,0.005047882,0.1153128,0.0120583,0.004414898,0.01119185,0.004932006,0.0007354111,0.01749708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9637078,"threshold_uncertainty_score":0.1919338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1589130082030125,"score_gpt":0.4702428646069383,"score_spread":0.3113298564039258,"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."}}