{"id":"W2053969731","doi":"10.1046/j.1440-1584.2003.00538.x","title":"Rural and remote medicine: comes of age","year":2003,"lang":"en","type":"editorial","venue":"Australian Journal of Rural Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discipline; Specialty; Nature versus nurture; Medicine; Field (mathematics); Work (physics); Medical education; Sociology; Public relations; Family medicine; Political science; Social science; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01404865,0.0005716267,0.00166342,0.002862477,0.01330698,0.01757361,0.002099247,0.01269419,0.01845309],"category_scores_gemma":[0.02788122,0.0006585885,0.0006641165,0.002577699,0.03373303,0.04220893,0.01648301,0.02287479,0.003247028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0080307,"about_ca_system_score_gemma":0.01134998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006830347,"about_ca_topic_score_gemma":0.01248302,"domain_scores_codex":[0.9916995,0.003729422,0.000435901,0.00102459,0.001819515,0.001291175],"domain_scores_gemma":[0.9728733,0.01379109,0.0009997045,0.001373751,0.00304791,0.00791421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001126029,0.0001322742,0.003500614,0.001297472,0.00002362409,0.002055725,0.05448794,0.00005756769,0.0002346261,0.4918568,0.2793456,0.1668952],"study_design_scores_gemma":[0.000009426377,0.00004623579,0.001649422,0.001408671,0.000008298749,0.002002462,0.02750689,0.00004129092,0.00004125424,0.07829057,0.8889655,0.00002987087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004264339,0.1628745,0.001264614,0.7642612,0.02040089,0.00001441259,0.00006303257,0.0000759765,0.04678101],"genre_scores_gemma":[0.2305897,0.2254196,0.002897086,0.4473175,0.06800293,0.00008231617,0.0001438654,0.000283206,0.02526392],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01845309,"threshold_uncertainty_score":0.07429725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731190991465176,"score_gpt":0.4596118102488853,"score_spread":0.4122999003342335,"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."}}