{"id":"W4398346999","doi":"10.3390/women4020013","title":"Social Support and Mental Well-Being of Newcomer Women and Children Living in Canada: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Women","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Social support; Mental health; Sociology; Gerontology; Psychotherapist; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004720238,0.0002871879,0.001851963,0.0001348873,0.00004875839,0.00001183747,0.00007402034,0.00008556537,0.0002044681],"category_scores_gemma":[0.00001549448,0.0002350398,0.00005954582,0.0001617125,0.00003672414,0.00003982013,0.0001853357,0.0003418964,0.000007289033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079513,"about_ca_system_score_gemma":0.001433497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03382663,"about_ca_topic_score_gemma":0.01030679,"domain_scores_codex":[0.9981088,0.00009025692,0.0007814446,0.0003307003,0.0002243998,0.000464391],"domain_scores_gemma":[0.9993808,0.00006012031,0.000217846,0.000125415,0.000008132097,0.0002076821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000009604356,0.00001698271,0.002830725,0.9079921,0.0001109295,0.000061103,0.0026466,1.045202e-9,4.308213e-8,0.00001105285,0.0001449816,0.08617587],"study_design_scores_gemma":[0.0001976248,0.00009498822,0.001318028,0.9725635,0.0001893149,0.0002843617,0.00007926383,1.689048e-7,3.308819e-7,0.000009185983,0.02505775,0.0002054819],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02940214,0.9681419,1.253856e-8,0.00008762221,0.0001358335,0.001549313,0.00002169178,0.00001134117,0.0006502132],"genre_scores_gemma":[0.003248575,0.9953213,0.000005177017,0.0003767236,0.00009377793,0.0002530377,0.00002370464,0.00004008956,0.000637589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08597039,"threshold_uncertainty_score":0.9726072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151068235054563,"score_gpt":0.3387426455872433,"score_spread":0.3172319632366976,"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."}}