{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006972134,0.000202749,0.0002974686,0.00006176774,0.0008649981,0.000102482,0.0006280345,0.000104031,0.0002915004],"category_scores_gemma":[0.0003433882,0.0001649779,0.0001167302,0.0006703592,0.001039373,0.0002928127,0.0001435046,0.0002475966,0.00004734421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259956,"about_ca_system_score_gemma":0.0006610298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002087823,"about_ca_topic_score_gemma":0.00002998831,"domain_scores_codex":[0.9975725,0.000228767,0.0003811055,0.0004070662,0.0006429532,0.0007675743],"domain_scores_gemma":[0.9988434,0.0001284812,0.0001446287,0.000444527,0.0002689906,0.0001699175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004531869,0.0009910582,0.2345273,0.001247206,0.0003577537,0.002223246,0.329744,0.001028828,0.1187801,0.1569133,0.00008611964,0.1536479],"study_design_scores_gemma":[0.001353981,0.0002291066,0.6770902,0.00268366,0.00004790334,0.0001064235,0.2785374,0.0002007701,0.02586452,0.007541237,0.004929706,0.001415048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977733,0.0007841152,0.00003795647,0.00007681452,0.0004535136,0.0001850433,0.00002942181,0.00008471792,0.02061538],"genre_scores_gemma":[0.9960546,0.003036688,0.0001188536,0.0001342337,0.0002011647,0.00007609676,0.000003844223,0.00001673443,0.0003577793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4425629,"threshold_uncertainty_score":0.6727602,"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."}}