{"id":"W2144245784","doi":"10.1111/sdi.12058","title":"Bridging the Gap: Innovative Approaches to Continuing Education in Rural, Remote, and Isolated First Nation Communities","year":2013,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"First Nations Health and Social Secretariat of Manitoba","funders":"","keywords":"Workforce; Continuing education; Economic shortage; Health care; Medicine; Bridging (networking); Rural area; Nursing; Public relations; Knowledge management; Medical education; Economic growth; Political science; Government (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.002033117,0.00009540653,0.0001756363,0.0005795073,0.0005451337,0.00005497483,0.000219843,0.00008972715,0.00006886828],"category_scores_gemma":[0.001115135,0.00007405026,0.00001280527,0.002290569,0.00008776513,0.0003596681,0.0001207851,0.0005633291,0.00004480726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193856,"about_ca_system_score_gemma":0.0004018561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05501554,"about_ca_topic_score_gemma":0.02447965,"domain_scores_codex":[0.9980441,0.0006954998,0.0004615225,0.0001468453,0.0002073394,0.0004446646],"domain_scores_gemma":[0.998363,0.000934638,0.0001355041,0.0002389951,0.0002296125,0.00009820783],"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":[0.00001735191,0.00005485302,0.3895386,0.00009403993,0.00000452315,1.211058e-7,0.1616203,0.0000441151,0.00008445629,0.0001525929,0.008711166,0.4396779],"study_design_scores_gemma":[0.0002635457,0.00005411024,0.3770885,0.001712048,0.00000426652,7.499204e-7,0.5815306,0.03648528,0.00002699224,0.001440387,0.001228827,0.0001647374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735397,0.0002588693,0.0001927548,0.02246503,0.0002303094,0.001190859,0.000001594309,0.00001604355,0.002104816],"genre_scores_gemma":[0.9970746,0.0003483193,0.0006241917,0.0008002769,0.0001285737,0.0003543702,0.00003338097,0.000008335225,0.0006279612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4395132,"threshold_uncertainty_score":0.9933211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.171394719632735,"score_gpt":0.4033322196734645,"score_spread":0.2319375000407295,"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."}}