{"id":"W4280564563","doi":"10.22605/rrh7061","title":"Exploring rural medical education: a study of Canadian key informants","year":2022,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Northern Ontario Academic Medicine Association; University of Winnipeg; Lakehead University; Laurentian University","funders":"","keywords":"Thematic analysis; Medical education; Qualitative research; Health professionals; Rural health; Health care; Rural area; Psychology; Nursing; Medicine; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001131116,0.0001399096,0.0003682104,0.0004108116,0.002331909,0.000004189741,0.0002180112,0.00006444543,0.0008614341],"category_scores_gemma":[0.00008709042,0.000120646,0.00002631488,0.0007673692,0.00003719376,0.000143404,0.0002236286,0.0008242813,0.00002856758],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005867911,"about_ca_system_score_gemma":0.00665905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7957675,"about_ca_topic_score_gemma":0.3992077,"domain_scores_codex":[0.9970185,0.0005730099,0.0008326758,0.0001525702,0.0006128279,0.0008104877],"domain_scores_gemma":[0.9980617,0.00009158303,0.0002708734,0.0002504207,0.00009015705,0.001235325],"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":[0.0002283678,0.0005031123,0.1096358,0.001537143,0.00004153442,0.00001801627,0.1643955,0.00002005765,9.738847e-7,0.003475593,0.04229627,0.6778476],"study_design_scores_gemma":[0.001571015,0.001304366,0.1562853,0.00105576,0.000009455081,0.0000414475,0.5061697,0.0004337485,2.304799e-7,0.0002104692,0.3326929,0.0002256009],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715351,0.0009669775,5.308213e-7,0.01907536,0.001781432,0.001308784,0.00001641249,0.00005013105,0.005265267],"genre_scores_gemma":[0.988561,0.002172215,0.0001005537,0.007475941,0.0002577098,0.00006645896,0.00003591468,0.0000165364,0.001313607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.677622,"threshold_uncertainty_score":0.9989723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103403895480168,"score_gpt":0.4209570291525025,"score_spread":0.3106166396044857,"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."}}