{"id":"W4396616096","doi":"10.1186/s12887-024-04759-2","title":"Acceptability and feasibility of screening with a pediatric care provider-led social determinants of health identification tool","year":2024,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; Queen's University; Children's Hospital of Eastern Ontario; Regent Park Community Health Centre; Health Canada; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Psychosocial; Thematic analysis; Health care; Social determinants of health; Nursing; Family medicine; Qualitative research; Public health; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001929623,0.0001554822,0.0004532476,0.0002615704,0.0007396397,0.00001592717,0.000138423,0.0002125758,0.00005336794],"category_scores_gemma":[0.0005863422,0.000140203,0.00008086675,0.0008026733,0.00009476711,0.0002629186,0.0001219431,0.0004171011,0.000006197371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808194,"about_ca_system_score_gemma":0.00197244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007132766,"about_ca_topic_score_gemma":0.001755969,"domain_scores_codex":[0.9968133,0.0006831417,0.001305069,0.000416263,0.0004040237,0.000378213],"domain_scores_gemma":[0.9978182,0.0006704064,0.0006925064,0.0002940469,0.0004258003,0.0000990144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009171592,0.00005764864,0.9583916,0.02161574,0.000003749482,4.497562e-7,0.0147966,0.000005498482,0.000001299951,0.0003617306,0.0002566282,0.004417307],"study_design_scores_gemma":[0.0005694643,0.0001532278,0.9912867,0.00006362393,0.0001084694,5.973088e-7,0.006850701,0.0004124256,0.000002978801,0.0003036096,0.0001221372,0.0001260755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917518,0.003503585,0.001943969,0.0001786348,0.0003673866,0.001714819,0.0003925292,0.000088651,0.00005866413],"genre_scores_gemma":[0.995655,0.0002272063,0.003524521,0.00003054599,0.0003915698,0.00007159064,0.00004915056,0.0000200893,0.00003031529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03289506,"threshold_uncertainty_score":0.5717313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1987012766003193,"score_gpt":0.4775927903527981,"score_spread":0.2788915137524787,"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."}}