{"id":"W3179548942","doi":"10.1177/10778012211019047","title":"Help-Seeking to Cope With Experiences of Violence Among Women Living With HIV in Canada","year":2021,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Women's College Hospital; University of Toronto; AIDS Vancouver; McGill University Health Centre; Simon Fraser University","funders":"Canadian HIV Trials Network, Canadian Institutes of Health Research; Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Mental health; Medicine; Human immunodeficiency virus (HIV); Suicide prevention; Domestic violence; Poison control; Occupational safety and health; Help-seeking; Injury prevention; Psychiatry; Human factors and ergonomics; Cohort; Family medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008109136,0.0002641717,0.000463846,0.0001428801,0.0003244035,0.00008906564,0.000651655,0.00006689314,0.0002083471],"category_scores_gemma":[0.0001878427,0.0002276402,0.00002419915,0.001568067,0.0004392852,0.0004346651,0.0001521186,0.0002120979,0.00001152334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551297,"about_ca_system_score_gemma":0.00387366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3211347,"about_ca_topic_score_gemma":0.4136042,"domain_scores_codex":[0.9965128,0.000238877,0.0004231843,0.0006263941,0.0009462265,0.001252468],"domain_scores_gemma":[0.9985068,0.0002176951,0.000181365,0.0003926405,0.0002775083,0.0004239852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006870364,0.00009624165,0.6461692,0.00007291995,0.00002632439,0.0002195939,0.3389252,0.001382794,0.0009584942,0.0003900198,0.00003472099,0.01165577],"study_design_scores_gemma":[0.0002599418,0.00014167,0.1515313,0.005394978,0.000003441499,0.000002268631,0.8402759,0.0002411963,0.001430866,0.00005050516,0.000181906,0.0004860246],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986056,0.0001336422,0.0001762244,0.00002882394,0.0001353603,0.0002970877,0.000008062682,0.00003894946,0.01312585],"genre_scores_gemma":[0.9979032,0.0005404596,0.0003520002,0.0005703308,0.000054458,0.0004357359,0.000001766661,0.00002209713,0.0001200099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5013508,"threshold_uncertainty_score":0.9282896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007940191582076605,"score_gpt":0.2383662003890748,"score_spread":0.2304260088069982,"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."}}