{"id":"W4414841363","doi":"10.22605/rrh9474","title":"Influences on medical studentsâ clinical school preferences: outcomes from a Rural Clinical School immersion program in Australia","year":2025,"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":"","funders":"Australian Government","keywords":"Medical school; Perception; Quarter (Canadian coin); Data collection; School system; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004664422,0.0004582212,0.001562983,0.0002198782,0.0008027682,0.00004484119,0.0006698279,0.001184337,0.001107172],"category_scores_gemma":[0.002326389,0.00031019,0.0002171838,0.0005857791,0.0003840452,0.0001910763,0.000448295,0.003996379,0.0008119791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004505834,"about_ca_system_score_gemma":0.002407758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04213209,"about_ca_topic_score_gemma":0.008571603,"domain_scores_codex":[0.9892152,0.003666298,0.00377865,0.0007982084,0.001037592,0.001504082],"domain_scores_gemma":[0.9946491,0.00214902,0.000698122,0.0005943104,0.0001458089,0.001763614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004574521,0.0003961804,0.8129427,0.0002822159,0.0000495569,0.00001127116,0.0002089702,6.117505e-7,1.644257e-7,0.0002652726,0.01003101,0.1753546],"study_design_scores_gemma":[0.003944345,0.00112905,0.9667584,0.008776451,0.00002398603,7.902839e-7,0.006114974,0.0002311002,1.627031e-7,0.002402977,0.01035982,0.0002578943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669374,0.001301197,0.00001017658,0.02344862,0.003857188,0.003122572,0.0000295777,0.0002242326,0.001069094],"genre_scores_gemma":[0.9569733,0.01132423,0.001386599,0.02523263,0.000722951,0.00006533944,0.00008790103,0.00002571174,0.004181386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1750967,"threshold_uncertainty_score":0.999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321957223309657,"score_gpt":0.5722025976476599,"score_spread":0.4400068753166942,"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."}}