{"id":"W6931937961","doi":"10.5683/sp3/gcry1u","title":"Search strategies for transnational families and pregnancy, childbirth and postpartum care / Stratégies de recherche sur les familles transnationales, la grossesse, l'accouchement et les soins postnataux","year":2025,"lang":"fr","type":"dataset","venue":"Borealis","topic":"Bayesian Methods and Mixture Models","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"PsycINFO; CINAHL; MEDLINE; Childbirth; Health care; Postpartum period","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001836079,0.0007634027,0.0007217991,0.0003610838,0.0006067582,0.001322353,0.0008929325,0.001118527,0.000007048935],"category_scores_gemma":[0.0002047716,0.0007438095,0.0002131835,0.0003036977,0.0006385822,0.0008980151,0.0002075176,0.0011142,4.596103e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649503,"about_ca_system_score_gemma":0.004327964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007865992,"about_ca_topic_score_gemma":0.03994295,"domain_scores_codex":[0.9952222,0.001639442,0.0006472929,0.001191633,0.0006255627,0.0006738362],"domain_scores_gemma":[0.9949907,0.003178153,0.0001772142,0.0005924904,0.0008583793,0.0002030692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005577707,0.0001665326,0.0001080106,0.00396966,0.0002214911,0.00003031401,0.005816651,0.00005928129,0.00008200824,0.8727617,0.03159151,0.08513712],"study_design_scores_gemma":[0.00557846,0.001256098,0.0442173,0.006077726,0.0009715891,0.0003403696,0.02390264,0.008180204,0.001404608,0.2040878,0.700353,0.003630208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004781131,0.01795805,0.439854,0.006608231,0.00006290854,0.0007702588,0.5336919,0.00005060296,0.0005258617],"genre_scores_gemma":[0.007015273,0.03155559,0.2965494,0.0003695059,0.0001119363,0.0004152526,0.6637046,0.00004872275,0.0002297277],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6687614,"threshold_uncertainty_score":0.9997144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089496237159805,"score_gpt":0.3693654236757988,"score_spread":0.2604157999598183,"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."}}