{"id":"W4388231283","doi":"10.22605/rrh7999","title":"Enhancing early career professionals' representation and engagement at international conferences: WONCA âRural Early Career Ambassador Integrationâ project","year":2023,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mentorship; Career Pathways; Career development; Public relations; Professional development; Young professional; Political science; Declaration; Medical education; Sociology; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00152999,0.0002910968,0.0004581356,0.0002618969,0.001876957,0.00005331021,0.0001882127,0.000244273,0.0001693657],"category_scores_gemma":[0.000239292,0.0002190778,0.00005884519,0.00046943,0.0001108348,0.0003137691,0.0004136171,0.0007998936,0.0001716052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005530946,"about_ca_system_score_gemma":0.0007880473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02730269,"about_ca_topic_score_gemma":0.005223278,"domain_scores_codex":[0.9958436,0.001042509,0.0009675325,0.0005341544,0.0006820854,0.000930063],"domain_scores_gemma":[0.9980395,0.0004872955,0.0004527218,0.0002666174,0.0003778872,0.0003759312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0011486,0.0001438984,0.5088494,0.003601789,0.0002528603,0.00006411696,0.1751318,0.00001215825,0.001004517,0.007622149,0.08981109,0.2123576],"study_design_scores_gemma":[0.002584176,0.0007013854,0.8339923,0.005786779,0.00003657772,0.00002069602,0.09828656,0.002935422,0.0001371152,0.001506475,0.05337108,0.0006414497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772892,0.0005628196,0.0001043175,0.01576461,0.001781568,0.002302591,0.0000944866,0.000293902,0.001806524],"genre_scores_gemma":[0.9781418,0.001884552,0.0009007032,0.002126744,0.0005470863,0.00009480913,0.0004929915,0.00003646118,0.01577485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3251428,"threshold_uncertainty_score":0.9994225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116832994556411,"score_gpt":0.4489786099084871,"score_spread":0.3372953104528461,"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."}}