{"id":"W7133000187","doi":"","title":"Stronger together:Empowering rural research through education-health partnerships","year":2025,"lang":"en","type":"article","venue":"Charles Sturt University Research Output (CRO)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Inclusion (mineral); Process (computing); Health care; Population; Workforce development; Rural health; Health services research","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":[0.1787631,0.001197196,0.002443551,0.009002369,0.004099221,0.01797997,0.003387564,0.008622943,0.0135843],"category_scores_gemma":[0.2345187,0.001388976,0.004171985,0.01007554,0.0113395,0.03543824,0.03553863,0.006512054,0.002112298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008359212,"about_ca_system_score_gemma":0.05589363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003410822,"about_ca_topic_score_gemma":0.007137039,"domain_scores_codex":[0.7328807,0.2380292,0.0134102,0.004773657,0.006934124,0.003972154],"domain_scores_gemma":[0.6128737,0.3406938,0.0171011,0.01354214,0.009853317,0.005935941],"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":[0.0002516145,0.0002080764,0.002850219,0.2142613,0.001264132,0.001041008,0.06274839,0.0009285522,0.0007680978,0.217751,0.04173063,0.4561971],"study_design_scores_gemma":[0.0002682741,0.0002635845,0.002372464,0.2986301,0.0009436813,0.0008291061,0.03870352,0.0003161581,0.0004460071,0.1068854,0.5502506,0.00009105293],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009548409,0.6101717,0.04113596,0.2580363,0.005422763,0.004861494,0.0006935397,0.0003505199,0.06977934],"genre_scores_gemma":[0.2441928,0.506484,0.1435775,0.08312356,0.003434806,0.01193422,0.0007033279,0.0002150244,0.006334667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1787631,"threshold_uncertainty_score":0.9454011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2950329965643804,"score_gpt":0.5524190204445744,"score_spread":0.2573860238801939,"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."}}