{"id":"W6939589644","doi":"10.6084/m9.figshare.24634555","title":"Additional file 1 of 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":"Figshare","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Saskatchewan; University of Manitoba; Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Poverty; Primary care; Cognition; Social determinants of health; Social cognitive theory; Primary health care; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001475138,0.000105077,0.00028579,0.0001356954,0.0005164783,0.000003656542,0.00005984549,0.0001668616,0.02006417],"category_scores_gemma":[0.00805594,0.0001038442,0.00002133593,0.0002106157,0.00001148191,0.00003702776,0.0003793073,0.0001717927,0.000008788768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003994311,"about_ca_system_score_gemma":0.0006356506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009356269,"about_ca_topic_score_gemma":0.000104152,"domain_scores_codex":[0.9989457,0.0000594326,0.0004665962,0.0001786719,0.00008950641,0.0002600683],"domain_scores_gemma":[0.9904649,0.008449179,0.0002432104,0.00005825024,0.0006697474,0.0001146912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002395371,0.00001454557,0.0005365207,0.008418084,0.00002086648,4.081549e-7,0.03161422,1.161917e-7,0.00002111394,5.529187e-7,0.6579646,0.3011694],"study_design_scores_gemma":[0.001872272,0.0005169546,0.5410361,0.03318775,0.00002099089,0.000001247682,0.01391104,0.0001856659,0.0002773333,0.00003161244,0.4086812,0.0002778063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06968078,0.00008435167,0.000002315086,0.00004022432,0.00001351553,0.002221041,0.9275172,0.00002083809,0.0004197583],"genre_scores_gemma":[0.06665093,0.000002401918,0.0354979,0.001014828,0.0001316737,0.01713636,0.8781196,0.0000678428,0.001378471],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5404996,"threshold_uncertainty_score":0.9808316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171580071969549,"score_gpt":0.3998620149829273,"score_spread":0.2827040077859724,"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."}}