{"id":"W4410259435","doi":"10.1177/10901981251332235","title":"Assessing the Impact of a Community-Based Narrative Film about Diabetes and Homelessness","year":2025,"lang":"en","type":"article","venue":"Health Education & Behavior","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Diabetes Canada","keywords":"Psychological intervention; Stigma (botany); Psychology; Narrative; Likert scale; Scale (ratio); Gerontology; Baseline (sea); Diabetes mellitus; Social psychology; Clinical psychology; Developmental psychology; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001394747,0.0001599445,0.000537893,0.0001618269,0.002894004,0.00004402158,0.0001956234,0.0001457514,0.0001188002],"category_scores_gemma":[0.0001434913,0.0001131332,0.00007670515,0.0004976907,0.0001882554,0.0001669882,0.00005714322,0.0007803808,0.000003614886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003387264,"about_ca_system_score_gemma":0.005618478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264281,"about_ca_topic_score_gemma":0.001778838,"domain_scores_codex":[0.9963059,0.002439501,0.0005892048,0.0001322732,0.0001410005,0.0003920572],"domain_scores_gemma":[0.997492,0.001107644,0.0004577237,0.0003878021,0.000427091,0.0001277796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006657857,0.0005759044,0.7386581,0.0006719174,0.00001370325,4.700885e-8,0.2202594,0.000003707074,0.00007174304,0.0006588041,0.0004527311,0.03862721],"study_design_scores_gemma":[0.000214604,0.00004534737,0.640114,0.0004606396,0.00001796758,1.031249e-8,0.3586969,0.0000144706,0.00002437595,0.0001108158,0.0002427952,0.00005808446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994629,0.001163247,0.00003406776,0.001817578,0.0006229099,0.00122012,0.00003138716,0.00004289218,0.0004388556],"genre_scores_gemma":[0.99762,0.00006202903,0.00007533486,0.0008169832,0.00007428468,0.001067245,0.00009182822,0.00001729562,0.000175038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1384374,"threshold_uncertainty_score":0.9984041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09430135078396806,"score_gpt":0.538332886887131,"score_spread":0.4440315361031629,"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."}}