{"id":"W6959007251","doi":"10.6084/m9.figshare.c.7674785.v1","title":"Co-designing the implementation of a rural health systems-strengthening rheumatic heart disease program with remote First Nations Australian communities using Theory of Change","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Referral; Health care; Rural health; Rural area; Program evaluation; Closed captioning; Qualitative research; Consistency (knowledge bases); Local language","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":[0.06414295,0.0009532324,0.0006719538,0.00165034,0.004827566,0.004078514,0.003361891,0.00141875,0.003251054],"category_scores_gemma":[0.05284579,0.0006799164,0.001393335,0.0009517908,0.00448984,0.002647056,0.008128687,0.002401095,0.0004871157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009523363,"about_ca_system_score_gemma":0.027149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006556393,"about_ca_topic_score_gemma":0.01095019,"domain_scores_codex":[0.9317257,0.06049518,0.001135947,0.001889255,0.002274637,0.002479372],"domain_scores_gemma":[0.9476587,0.03634621,0.002139915,0.003017098,0.005289258,0.005548953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001186523,0.01202961,0.02367864,0.009613611,0.0004127919,0.001963941,0.4300434,0.01291475,0.006607089,0.0171677,0.006907305,0.4774747],"study_design_scores_gemma":[0.003897272,0.02706238,0.04827309,0.01080762,0.001154401,0.0009571838,0.6540816,0.03836073,0.01641663,0.04194174,0.1565818,0.0004656918],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7781948,0.0009284692,0.1409513,0.0108063,0.0004013221,0.0426738,0.0001958973,0.0005022376,0.02534577],"genre_scores_gemma":[0.7552646,0.0004591453,0.2208048,0.00155623,0.00002633764,0.01933944,0.00009543679,0.0000683802,0.00238567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06414295,"threshold_uncertainty_score":0.3392244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102248964662313,"score_gpt":0.3204089668451146,"score_spread":0.2101840703788833,"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."}}