{"id":"W4388999445","doi":"10.1186/s12875-023-02173-8","title":"Screening for poverty and related social determinants to improve knowledge of and links to resources (SPARK): development and cognitive testing of a tool for primary care","year":2023,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; St. Michael's Hospital; University of Saskatchewan; University of Manitoba; Manitoba Health; Memorial University of Newfoundland; University of Toronto; Saskatchewan Health; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Interview; Cognitive interview; Cognition; Health care; Poverty; Psychological intervention; Psychology; Feeling; Social determinants of health; Public health; Medical education; Applied psychology; Nursing; Medicine; Social psychology; Sociology; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01900844,0.0007495189,0.0008669243,0.004512363,0.0008695393,0.00147414,0.001654903,0.0007062164,0.002645967],"category_scores_gemma":[0.02733152,0.0005607968,0.001852534,0.001869701,0.0006164737,0.001700452,0.003411631,0.001025453,0.0006069399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502726,"about_ca_system_score_gemma":0.004925022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004621288,"about_ca_topic_score_gemma":0.0109274,"domain_scores_codex":[0.9903093,0.004346671,0.001975687,0.0006120746,0.002059526,0.0006967618],"domain_scores_gemma":[0.9761322,0.01425034,0.00244213,0.001491679,0.004468798,0.001214761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001066256,0.0042542,0.4365868,0.003133901,0.0003380742,0.0007940468,0.0199977,0.001538757,0.00317801,0.001855352,0.02312341,0.5041336],"study_design_scores_gemma":[0.0009692317,0.006949836,0.8783345,0.001971908,0.0004942881,0.001625137,0.02771077,0.0173834,0.008650561,0.008785638,0.04669433,0.0004305115],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.885946,0.000586314,0.04447036,0.002970356,0.0002791206,0.03356396,0.01078451,0.002100351,0.01929912],"genre_scores_gemma":[0.5932218,0.001004302,0.3540475,0.001320405,0.0001114047,0.04112477,0.005698496,0.00009832477,0.003373043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01900844,"threshold_uncertainty_score":0.1005275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2949497579239801,"score_gpt":0.5388578805961532,"score_spread":0.2439081226721732,"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."}}