{"id":"W4412108139","doi":"10.2196/66396","title":"Identifying Psychosocial, Self-Management, and Health Profiles Among Women With Chronic Pain Who Have Experienced Intimate Partner Violence and Those Who Have Not: Protocol for a 2-Phase Qualitative and Cross-Sectional Study Using AI Techniques","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Psychosocial; Thematic analysis; Medicine; Poison control; Cross-sectional study; Qualitative research; Psychology; Clinical psychology; Suicide prevention; Psychiatry; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04078368,0.002867105,0.004188868,0.003981385,0.007162998,0.002721209,0.004512174,0.003589417,0.0262819],"category_scores_gemma":[0.02465486,0.003275437,0.003817041,0.003737969,0.003132971,0.002727384,0.004145151,0.005098725,0.004129101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006956571,"about_ca_system_score_gemma":0.0289298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008981344,"about_ca_topic_score_gemma":0.02016907,"domain_scores_codex":[0.9791719,0.01387327,0.002072331,0.001365178,0.001454748,0.002062551],"domain_scores_gemma":[0.9793658,0.008807368,0.001613647,0.00258695,0.005528179,0.002098126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.03426968,0.05205705,0.02521429,0.06622358,0.0007766595,0.007536463,0.2307228,0.01052777,0.03207517,0.01876778,0.04904341,0.4727853],"study_design_scores_gemma":[0.05713993,0.05169107,0.08713727,0.03372028,0.0009675155,0.002247867,0.3037431,0.009262245,0.02144065,0.02606266,0.4050516,0.001535831],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006837496,0.0001340229,0.003982195,0.0001894292,0.00006461867,0.9870929,0.0008454121,0.00003311749,0.0008209213],"genre_scores_gemma":[0.001996149,0.0001066285,0.007370892,0.00008992511,0.000008852735,0.9900333,0.000129076,0.000003529451,0.0002616791],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04078368,"threshold_uncertainty_score":0.2156873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2593162973859777,"score_gpt":0.6459610300315304,"score_spread":0.3866447326455527,"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."}}