{"id":"W4413110259","doi":"10.1111/edt.70011","title":"Public Perspectives of Oral and Maxillofacial Injuries Related to Domestic Abuse Experiences and Help‐Seeking Barriers: Web Scraping of Reddit Posts","year":2025,"lang":"en","type":"article","venue":"Dental Traumatology","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Suicide prevention; Medicine; Poison control; Web site; Dentistry; The Internet; Medical emergency; World Wide Web; Computer science","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":[0.002041219,0.0003664122,0.0003162683,0.001961678,0.002354201,0.001940277,0.0004234877,0.0005864372,0.004449768],"category_scores_gemma":[0.008324096,0.0002082966,0.0001910642,0.002255412,0.001648175,0.002542663,0.003285669,0.0007177952,0.0005746178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008587124,"about_ca_system_score_gemma":0.0007424282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706888,"about_ca_topic_score_gemma":0.005238906,"domain_scores_codex":[0.9990687,0.0005110147,0.0000600678,0.00006967568,0.000141632,0.0001490697],"domain_scores_gemma":[0.9925779,0.005661093,0.0007355485,0.000262622,0.0004582674,0.0003047027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001466194,0.00005828348,0.01593332,0.0008496076,0.000009134005,0.002004919,0.9378626,0.00004621433,0.003726969,0.0006728677,0.003127528,0.03556183],"study_design_scores_gemma":[0.000005202491,0.00008528359,0.03182903,0.0005321205,0.00001458994,0.0006815414,0.9366733,0.0001811115,0.001330618,0.00027922,0.02836105,0.00002692046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910686,0.0003164334,0.0005737694,0.0006768384,0.00004208808,0.00011271,0.0006126551,0.00003278904,0.006564105],"genre_scores_gemma":[0.9917122,0.001026063,0.002042587,0.00045179,0.00004795994,0.0003163507,0.0004306868,0.00007499719,0.003897285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004449768,"threshold_uncertainty_score":0.0148859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145299951522123,"score_gpt":0.3347036371967227,"score_spread":0.3132506376815015,"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."}}