{"id":"W4407805712","doi":"10.1093/bjsw/bcaf014","title":"A scoping review of birth alerts: A Canadian context","year":2025,"lang":"en","type":"review","venue":"The British Journal of Social Work","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; University of Calgary","funders":"","keywords":"Grey literature; Context (archaeology); Welfare; Indigenous; Systematic review; Social work; Criminology; Child protection; Criminal justice; Social Welfare; Political science; Public relations; Psychology; Geography; Law; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02946431,0.001652126,0.006137784,0.03724144,0.003712025,0.008846072,0.003266134,0.003667305,0.007089953],"category_scores_gemma":[0.1334872,0.001477722,0.004397991,0.05115137,0.00289428,0.003650872,0.004396555,0.003357675,0.0006572859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04432167,"about_ca_system_score_gemma":0.1631593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4699533,"about_ca_topic_score_gemma":0.6559165,"domain_scores_codex":[0.9695654,0.007638053,0.00928838,0.00159787,0.01044686,0.001463518],"domain_scores_gemma":[0.8941668,0.0506731,0.01360303,0.002092026,0.03737364,0.00209131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001709904,0.00002541046,0.001141331,0.8506039,0.001667575,0.0004343599,0.001693141,0.00020717,0.0003344022,0.003409436,0.02083714,0.1194752],"study_design_scores_gemma":[0.00002451477,0.00002316506,0.002131629,0.9306754,0.003149306,0.0001689817,0.0005623513,0.00003319077,0.0000702603,0.0003022309,0.06283432,0.00002476565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003650006,0.995593,0.0001402151,0.001476618,0.0003769294,0.0003115858,0.0005435377,0.000009952449,0.00118317],"genre_scores_gemma":[0.009088408,0.9870138,0.0008080199,0.001630156,0.0001435994,0.0005609366,0.0004788745,0.00001402885,0.0002622202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5300467,"threshold_uncertainty_score":0.9344357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04085460570812921,"score_gpt":0.3573854968296208,"score_spread":0.3165308911214916,"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."}}