{"id":"W2189469523","doi":"10.22605/rrh850","title":"'Perimeteritis' and rural health in Manitoba, Canada: perspectives from rural healthcare managers","year":2007,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Health care; Rural health; Rural area; Restructuring; Economic growth; Nursing; Medicine; Socioeconomics; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001538546,0.0004874629,0.001125886,0.0002327734,0.001771377,0.00002712668,0.0002187704,0.0003034148,0.00007114866],"category_scores_gemma":[0.00006783798,0.0004409721,0.00005700349,0.0004768777,0.0001999455,0.0002016823,0.0002085016,0.001377693,0.00001634959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003397988,"about_ca_system_score_gemma":0.002382739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890235,"about_ca_topic_score_gemma":0.9830551,"domain_scores_codex":[0.993955,0.0009455825,0.001532035,0.0005757858,0.0004761618,0.002515413],"domain_scores_gemma":[0.9968575,0.0004529875,0.0005483716,0.0004099099,0.0001275583,0.001603732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001047801,0.000127606,0.1370934,0.003512104,0.00007240538,0.0001642166,0.04574225,0.000003159403,0.00003954592,0.004818704,0.01704752,0.7903314],"study_design_scores_gemma":[0.00187021,0.0004538246,0.6278057,0.003662282,0.000006429865,0.0000399831,0.3449874,0.0001281151,0.000001995594,0.001381768,0.01918087,0.0004814192],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8539314,0.05082096,0.00004335631,0.09102983,0.001188086,0.001969907,0.0002006742,0.0001437377,0.0006720403],"genre_scores_gemma":[0.9515655,0.02439352,0.001826086,0.02082296,0.000641847,0.000009407144,0.000148474,0.00006390618,0.0005283146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7898499,"threshold_uncertainty_score":0.9998042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734213887262031,"score_gpt":0.3652870594154276,"score_spread":0.3379449205428073,"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."}}