{"id":"W3161529000","doi":"10.1111/eip.13181","title":"Foundry: Early learnings from the implementation of an integrated youth service network","year":2021,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia; Providence Health Care Research Institute; Providence Health Care","funders":"Michael Smith Health Research BC; Ministry of Health","keywords":"Mental health; Service (business); Indigenous; Intervention (counseling); Service delivery framework; Gerontology; Medicine; Nursing; Business; Psychiatry; Marketing","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006689161,0.00009119017,0.0001249661,0.0000377475,0.0002285349,0.0001409794,0.0002252823,0.00008793288,0.001077157],"category_scores_gemma":[0.00002732419,0.00008344786,0.0001312223,0.0006983086,0.00004850094,0.0004167525,0.00003650409,0.00022522,0.00002552072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000501851,"about_ca_system_score_gemma":0.0001186619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1144549,"about_ca_topic_score_gemma":0.300291,"domain_scores_codex":[0.9982971,0.0006164918,0.0004004748,0.0002198603,0.000266478,0.0001995748],"domain_scores_gemma":[0.9993026,0.00004309389,0.0002405471,0.0001930435,0.0001746729,0.00004601946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005490338,0.0002211267,0.8940589,0.00001296941,0.00006147227,0.000001309242,0.06176197,0.00005995889,0.00002153811,0.01063286,0.0007989284,0.03231408],"study_design_scores_gemma":[0.0006559163,0.0001034893,0.8637595,0.0002222636,0.00003380435,2.631854e-7,0.1266801,0.00001344384,0.00002150321,0.006115201,0.00229027,0.0001041935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934416,0.0003153526,0.0005197459,0.002947308,0.001943873,0.0001650644,0.0000338577,0.00004110056,0.0005921412],"genre_scores_gemma":[0.9980583,0.00002118245,0.0005869995,0.0003747244,0.0005733718,0.000008073843,0.0002271256,0.00001132424,0.0001388676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1858361,"threshold_uncertainty_score":0.999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643378074157635,"score_gpt":0.3198978545784354,"score_spread":0.3034640738368591,"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."}}