{"id":"W4360980763","doi":"10.1007/s43477-023-00073-8","title":"Development, Implementation, and Process Evaluation of Bukhali: An Intervention from Preconception to Early Childhood","year":2023,"lang":"en","type":"article","venue":"Global Implementation Research and Applications","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"Canadian Institutes of Health Research; South African Medical Research Council","keywords":"Intervention (counseling); Medicine; Mental health; Context (archaeology); Referral; Life course approach; Early childhood; Health promotion; Childhood obesity; Nursing; Gerontology; Psychology; Public health; Developmental psychology; Psychiatry; Obesity; Overweight","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03217063,0.001006301,0.001112651,0.001218137,0.00288177,0.002544838,0.002606012,0.001357439,0.004936968],"category_scores_gemma":[0.03325274,0.000883183,0.0009389498,0.001035846,0.001754299,0.001750803,0.005513404,0.003285768,0.0005343933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004913475,"about_ca_system_score_gemma":0.02098175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004573832,"about_ca_topic_score_gemma":0.004928697,"domain_scores_codex":[0.9754629,0.01798877,0.00126853,0.001130561,0.001920578,0.002228722],"domain_scores_gemma":[0.9814798,0.009414843,0.00160433,0.001543156,0.002683961,0.003273776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01351006,0.06913697,0.009186788,0.01140836,0.0002128504,0.0004908625,0.05225303,0.003250677,0.008046528,0.009538454,0.005345618,0.8176199],"study_design_scores_gemma":[0.1040472,0.2496983,0.2240781,0.02436441,0.003297068,0.0007531306,0.1276176,0.01517223,0.06790078,0.01852006,0.1635303,0.001020759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8117073,0.001435768,0.02250918,0.004277818,0.0007059939,0.1450576,0.0005861265,0.0007329583,0.01298734],"genre_scores_gemma":[0.7821299,0.001103237,0.09133647,0.0008839588,0.00008670359,0.1209529,0.0003270341,0.00005164925,0.003128139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03217063,"threshold_uncertainty_score":0.1701366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2572482078757333,"score_gpt":0.6304217768226548,"score_spread":0.3731735689469215,"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."}}