{"id":"W3170221951","doi":"10.1177/10778012211014564","title":"Portrayal of Domestic Violence Trajectories During the Perinatal Period","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":"Université Laval; Fédération des Maisons D'Hébergement pour Femmes; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Domestic violence; Perinatal period; Postpartum period; Period (music); Pregnancy; Poison control; Suicide prevention; Medicine; Occupational safety and health; Injury prevention; Environmental health; Human factors and ergonomics; Medical emergency; Psychology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0005076736,0.000180103,0.0001331177,0.001487016,0.001721485,0.00192728,0.0002784573,0.0004308129,0.001834424],"category_scores_gemma":[0.00299711,0.0001600201,0.0001291493,0.001036693,0.0008658383,0.0008853172,0.002147208,0.0008014438,0.0002300761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009413245,"about_ca_system_score_gemma":0.0005685998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008339074,"about_ca_topic_score_gemma":0.01402902,"domain_scores_codex":[0.9995465,0.0002397254,0.00002542721,0.00002414882,0.00007951071,0.00008477386],"domain_scores_gemma":[0.9991058,0.0003493081,0.0002367242,0.00003831334,0.0001016311,0.0001682731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002290495,0.00004480649,0.1929072,0.0001886915,0.00004445547,0.008959005,0.7219444,0.0004471994,0.003360857,0.01763272,0.002937736,0.05130403],"study_design_scores_gemma":[0.000004704982,0.000136719,0.2550505,0.0005402963,0.00001943779,0.01087352,0.6958631,0.0004539726,0.001048219,0.002313304,0.03364303,0.0000531416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809582,0.002455042,0.0004879563,0.001089047,0.00003820916,0.00001805069,0.0003241528,0.00001328452,0.01461603],"genre_scores_gemma":[0.9963772,0.002222665,0.0001762166,0.00004271414,0.000013531,0.00001271008,0.0001180942,0.000006354469,0.001030469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008339074,"threshold_uncertainty_score":0.01658106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009809668194318555,"score_gpt":0.2795490668847392,"score_spread":0.2697393986904206,"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."}}