{"id":"W2467003287","doi":"10.14288/1.0075939","title":"Improving access to needed medical services in rural and remote Canadian communities : recruitment and retention revisited","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science; Public relations; Environmental resource management; Political science; Environmental science","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":[0.02239316,0.0004403844,0.001122702,0.001461072,0.0178853,0.008754334,0.006733148,0.007389603,0.008288383],"category_scores_gemma":[0.04940895,0.0004486803,0.00070929,0.004654026,0.01082733,0.00633244,0.008265069,0.0085965,0.0003369694],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09936301,"about_ca_system_score_gemma":0.3338462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9747456,"about_ca_topic_score_gemma":0.9844791,"domain_scores_codex":[0.9774905,0.004715403,0.000640908,0.0008930287,0.006704873,0.0095552],"domain_scores_gemma":[0.9587967,0.01326905,0.002447018,0.0005461122,0.008927341,0.0160138],"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":[0.0003376394,0.00050088,0.06809856,0.004867698,0.0001185801,0.001492233,0.06492074,0.002262606,0.0009344062,0.1344554,0.1356919,0.5863194],"study_design_scores_gemma":[0.000359745,0.0008546352,0.252177,0.01505064,0.0002206753,0.001639055,0.2813955,0.00507419,0.0008960276,0.04194259,0.3998376,0.0005524026],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07704651,0.01480888,0.001322853,0.8783043,0.0009537757,0.0001893098,0.0002364533,0.00004089818,0.027097],"genre_scores_gemma":[0.8121554,0.02541144,0.003195761,0.1411211,0.001926223,0.0003466394,0.0001587895,0.00004719403,0.01563745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.900637,"threshold_uncertainty_score":0.7209325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621238427330654,"score_gpt":0.3085651928290972,"score_spread":0.2723528085557907,"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."}}