{"id":"W2096610094","doi":"10.1176/appi.ajp.2007.07111714","title":"Cross-Cultural Evaluation of Maternal Competence in a Culturally Diverse Society","year":2008,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Immigration; Competence (human resources); Psychology; Medicine; Psychiatry; Social psychology; History","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005219408,0.0003473683,0.0003786511,0.001229917,0.003278947,0.001679041,0.0004833083,0.0004082151,0.0009976841],"category_scores_gemma":[0.01138498,0.0002662684,0.0004910186,0.0009916079,0.001947951,0.0009241755,0.003689684,0.001042794,0.0001099668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002497348,"about_ca_system_score_gemma":0.00302364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0252698,"about_ca_topic_score_gemma":0.05142388,"domain_scores_codex":[0.9967198,0.002009038,0.0001872708,0.0001496038,0.0004623519,0.0004720158],"domain_scores_gemma":[0.9944227,0.001659078,0.0007880071,0.0004354454,0.00150746,0.001187397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003852097,0.0009082583,0.729746,0.00007318087,0.0001282996,0.0008671184,0.2478651,0.0001229468,0.001428353,0.0006277926,0.0004150089,0.01743274],"study_design_scores_gemma":[0.0000297644,0.0007500129,0.7344971,0.00007279684,0.00005632153,0.0004213618,0.2615573,0.0001593642,0.000778486,0.0002088263,0.001438388,0.000030239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988133,0.00002846264,0.00002456391,0.00004654916,0.000004321612,0.00001202431,0.00001019797,4.027415e-7,0.001060308],"genre_scores_gemma":[0.999666,0.00005087227,0.00006961409,0.00003663231,0.000002333053,0.0000191996,0.00002020381,0.000001219947,0.0001337767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0252698,"threshold_uncertainty_score":0.05024546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236029772425771,"score_gpt":0.3632719568197054,"score_spread":0.3309116590954477,"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."}}