{"id":"W6961104162","doi":"10.1371/journal.pone.0285795.s002","title":"Sociodemographic and social needs questionnaire.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Thematic analysis; Qualitative research; Needs assessment; Social support; Qualitative property; Social needs; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002551058,0.0002861363,0.0004090807,0.001309865,0.0008835875,0.000531437,0.0006749196,0.000496624,0.01843619],"category_scores_gemma":[0.006506566,0.0003325605,0.0004491,0.001139273,0.0001969607,0.00110934,0.001232059,0.001397415,0.002850342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0026634,"about_ca_system_score_gemma":0.003629323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02410689,"about_ca_topic_score_gemma":0.05727046,"domain_scores_codex":[0.9990894,0.0002338032,0.0001559621,0.00004195015,0.0002848179,0.0001942615],"domain_scores_gemma":[0.9972579,0.0003784716,0.0004431792,0.00007604919,0.001145623,0.0006985934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006002744,0.001695735,0.4627593,0.001954401,0.0001078437,0.0008012452,0.02183463,0.001014535,0.001017434,0.00325547,0.3551331,0.149826],"study_design_scores_gemma":[0.0001155293,0.0004293825,0.8561141,0.0005058752,0.00002223537,0.0003039238,0.01292385,0.0005051986,0.0002011754,0.0007751673,0.1280281,0.00007548561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6887745,0.001784039,0.001853089,0.009414134,0.0005492972,0.01794738,0.1967346,0.0001909904,0.08275197],"genre_scores_gemma":[0.7975158,0.003046033,0.01421658,0.003817865,0.0001245786,0.04649068,0.09942687,0.00006436607,0.03529723],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02410689,"threshold_uncertainty_score":0.06167519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2934070073217722,"score_gpt":0.4732681768992402,"score_spread":0.179861169577468,"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."}}