{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01379188,0.0009509528,0.0009468866,0.003964213,0.02151577,0.00887609,0.002171791,0.002776141,0.0032285],"category_scores_gemma":[0.02557505,0.001163959,0.0003949495,0.005419215,0.006998346,0.002930493,0.004579071,0.004538884,0.0006856662],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03290409,"about_ca_system_score_gemma":0.03723903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6360437,"about_ca_topic_score_gemma":0.7237193,"domain_scores_codex":[0.9895058,0.005294801,0.0003847025,0.0006723179,0.001334982,0.002807457],"domain_scores_gemma":[0.9737216,0.01419763,0.001931784,0.000431353,0.006136884,0.00358083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002727901,0.00003691821,0.004157062,0.00006584359,0.000001419694,0.0006855192,0.9919585,0.000009617951,0.000450525,0.0002159443,0.0004412226,0.00195016],"study_design_scores_gemma":[0.000002933638,0.00003337151,0.002210723,0.00005868484,0.00000167832,0.0001076847,0.9921498,0.0000222613,0.00006202872,0.00002919308,0.005311567,0.00001005503],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863527,0.0009970295,0.0008838723,0.003770469,0.00009217844,0.0006262285,0.0002673386,0.00001626886,0.00699391],"genre_scores_gemma":[0.9872093,0.002405259,0.00133451,0.003004556,0.00004074472,0.000530948,0.0002515742,0.00004677552,0.005176325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9670959,"threshold_uncertainty_score":0.7321995,"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."}}