{"id":"W2128605104","doi":"","title":"The future of rural surgical care in Canada: a time for action.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Action (physics); Medical education; Task force; Task (project management); Family medicine; Management; Public administration","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":[],"consensus_categories":[],"category_scores_codex":[0.0002624752,0.00008030091,0.0001869879,0.00002313051,0.0003390774,0.00000240991,0.0001505949,0.00009997257,0.0001526742],"category_scores_gemma":[0.00006371562,0.00005446792,0.00003531396,0.000172894,0.00002176188,0.0000350143,0.00003076653,0.0002573777,0.0000163793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074801,"about_ca_system_score_gemma":0.0003211925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3010843,"about_ca_topic_score_gemma":0.9276487,"domain_scores_codex":[0.9984847,0.0001806861,0.0003715167,0.00008734211,0.0001829555,0.0006928548],"domain_scores_gemma":[0.9988363,0.000606693,0.0001243493,0.0001835816,0.0001148052,0.000134211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003615379,0.00002826591,0.07937605,0.0004798225,0.00001849823,0.00000763964,0.002702367,0.00001631466,3.481503e-7,0.002687277,0.2865971,0.6277248],"study_design_scores_gemma":[0.000779918,0.00001098704,0.09668067,0.00003958248,0.000004706304,0.00000101545,0.02164973,0.00007183055,0.000002797442,0.00005218916,0.8806445,0.00006209264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262889,0.01818226,4.746256e-7,0.01903235,0.002812619,0.005419572,0.0001324104,0.00005201783,0.02807941],"genre_scores_gemma":[0.9895905,0.0004149952,0.00001314662,0.0002789701,0.0005164316,0.002803782,0.00001088472,0.00001205309,0.006359254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6276627,"threshold_uncertainty_score":0.7035699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748030892769393,"score_gpt":0.3403397912188552,"score_spread":0.3028594822911612,"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."}}