{"id":"W4408770721","doi":"10.1016/j.acap.2025.102820","title":"Connecting Families: Poverty Screening and Financial Support Navigation for Families of Young Children in Primary Care: A Pilot Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"Academic Pediatrics","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Toronto Western Hospital; Hospital for Sick Children; Public Health Ontario; Kingston Health Sciences Centre; SickKids Foundation; University of Toronto; Queen's University","funders":"Faculty of Health Sciences, Queen's University; Queen's University","keywords":"Poverty; Primary care; Randomized controlled trial; Psychology; Family medicine; Medicine; Economic growth; Economics; Internal medicine","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":[0.002502291,0.002363889,0.005252252,0.0008231935,0.001682785,0.001798502,0.001883501,0.004581191,0.01644304],"category_scores_gemma":[0.005414521,0.001398847,0.003642865,0.0009798001,0.002527525,0.002148735,0.001186465,0.005501343,0.001296547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992205,"about_ca_system_score_gemma":0.00323976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007916405,"about_ca_topic_score_gemma":0.01359733,"domain_scores_codex":[0.9979293,0.001032357,0.000187199,0.0003925504,0.0001299355,0.000328552],"domain_scores_gemma":[0.9967592,0.001303736,0.000584118,0.0001698914,0.0001933752,0.0009896338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9723508,0.01608419,0.0005432175,0.001697213,0.001445553,0.00004398438,0.0001123593,0.0001608383,0.0002969556,0.00009840591,0.0006093122,0.00655721],"study_design_scores_gemma":[0.9729986,0.02517032,0.0006862652,0.00009240257,0.0006487779,0.000007467729,0.0000512155,0.0000998851,0.00003575111,0.00006795377,0.0001334992,0.000007989051],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570493,0.007801507,0.001312702,0.001824321,0.001887115,0.02538743,0.001772367,0.0002579734,0.00270719],"genre_scores_gemma":[0.9545122,0.003909927,0.003530802,0.00130899,0.0008848591,0.03234651,0.0006791149,0.0000201773,0.002807591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01644304,"threshold_uncertainty_score":0.05500746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176199641554521,"score_gpt":0.2785076049748108,"score_spread":0.2667456085592655,"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."}}