{"id":"W1791923949","doi":"10.1111/j.1440-1584.2010.01174.x","title":"Nursing workforce in very remote Australia, characteristics and key issues","year":2011,"lang":"en","type":"article","venue":"Australian Journal of Rural Health","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Workforce; Indigenous; Census; Nursing; Medicine; Population; Geography; Environmental health; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007307666,0.00009394834,0.0001382368,0.0007236124,0.000714622,0.0004574306,0.0003673967,0.0003532463,0.001699542],"category_scores_gemma":[0.003262864,0.0001020247,0.00008970885,0.001090564,0.000502879,0.0006914872,0.001121774,0.0003849299,0.0003012326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009638705,"about_ca_system_score_gemma":0.002007721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04516323,"about_ca_topic_score_gemma":0.0535808,"domain_scores_codex":[0.9992471,0.0002168609,0.00007852833,0.00007050145,0.0001966839,0.0001903877],"domain_scores_gemma":[0.9981827,0.0002259604,0.0006343047,0.00002694557,0.0002715197,0.0006586201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004534441,0.0001287799,0.9533017,0.0003209832,0.0000194525,0.0008711534,0.0184626,0.0002689086,0.0007972272,0.0005176762,0.001969438,0.02329683],"study_design_scores_gemma":[0.00000188842,0.00006222581,0.9893336,0.0000761292,0.000002079719,0.0003287068,0.007409546,0.0001023293,0.00001898475,0.00008994214,0.002570112,0.000004477545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951642,0.0009003934,0.0001081953,0.001398926,0.00001490104,0.00002736531,0.0001931735,0.000003431602,0.002189529],"genre_scores_gemma":[0.9981078,0.0006125914,0.0001285858,0.0003204192,0.00002194719,0.00004537361,0.0001560975,0.000002035729,0.0006051245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04516323,"threshold_uncertainty_score":0.08980072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08231793465590151,"score_gpt":0.3892456766610373,"score_spread":0.3069277420051358,"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."}}