{"id":"W2100542494","doi":"10.1503/cmaj.071655","title":"Physical violence against intimate partners and related exposures to violence among South African men","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Suicide prevention; Human factors and ergonomics; Poison control; Domestic violence; Injury prevention; Occupational safety and health; Medicine; Environmental health; Medical emergency; Computer security; Computer science; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002034137,0.0001722581,0.0002857289,0.0001993622,0.001507627,0.0001425339,0.0004216792,0.0002999924,0.000314622],"category_scores_gemma":[0.002150755,0.0001657409,0.000091898,0.0005149327,0.0004424282,0.0002839685,0.0000404807,0.0007855488,0.0001955876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007258841,"about_ca_system_score_gemma":0.001939225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00880086,"about_ca_topic_score_gemma":0.004563589,"domain_scores_codex":[0.9963523,0.0004285335,0.0004172001,0.0002953344,0.001603952,0.0009027184],"domain_scores_gemma":[0.9963191,0.0001783434,0.000218765,0.0001147359,0.0003516381,0.00281743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003226786,0.0001009298,0.7483855,0.00001385451,0.0001900172,0.001468169,0.1118246,0.0001406171,0.00007707767,0.00804552,0.03775602,0.09196535],"study_design_scores_gemma":[0.001172237,0.000169847,0.9316628,0.0009353433,0.00005439681,0.0001099644,0.03180756,0.002488762,0.00007784811,0.002966825,0.02756786,0.0009865796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235358,0.00008210605,0.00004607432,0.002127628,0.0004381904,0.0001795691,0.00001541968,0.00005263928,0.07352258],"genre_scores_gemma":[0.9959453,0.0008618787,0.000067644,0.002142518,0.0006693733,0.00001299094,0.000002693818,0.00001514068,0.0002824714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1832772,"threshold_uncertainty_score":0.9997923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113499305660261,"score_gpt":0.2727844815004078,"score_spread":0.2614345509343817,"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."}}