{"id":"W2171068294","doi":"10.1111/j.1532-5415.2006.00884.x","title":"Improving Recruitment into Geriatric Medicine in Canada: Findings and Recommendations from the Geriatric Recruitment Issues Study","year":2006,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"Lawson Health Research Institute","keywords":"Subspecialty; Geriatrics; Medicine; Attractiveness; Family medicine; Specialty; Economic shortage; Gerontology; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08604219,0.00112275,0.0009862346,0.005052996,0.01507668,0.006120362,0.005456321,0.00320845,0.001686681],"category_scores_gemma":[0.1824188,0.000840516,0.001311982,0.009213822,0.00404269,0.004194348,0.007452188,0.004229143,0.0003634763],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05921633,"about_ca_system_score_gemma":0.4918093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9428877,"about_ca_topic_score_gemma":0.9655657,"domain_scores_codex":[0.9502874,0.01813437,0.006352624,0.001538697,0.01590866,0.007778307],"domain_scores_gemma":[0.8491221,0.04373558,0.01002847,0.003424735,0.06720322,0.02648585],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002837175,0.0008280799,0.4113629,0.005200748,0.0001276654,0.0009985941,0.08406211,0.0006260501,0.0007822682,0.003038306,0.1140904,0.3785992],"study_design_scores_gemma":[0.000353831,0.0004544203,0.7496454,0.006968745,0.0002572632,0.00023231,0.1856078,0.001776112,0.000949106,0.00155088,0.05195166,0.0002525687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3049526,0.0139488,0.00358763,0.6405412,0.00162727,0.0108148,0.001751305,0.0003842427,0.0223922],"genre_scores_gemma":[0.7750722,0.02991882,0.07604315,0.09584244,0.0005746305,0.01041822,0.002840009,0.0001691283,0.009121465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9407837,"threshold_uncertainty_score":0.45504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969856556682522,"score_gpt":0.3159631420327232,"score_spread":0.276264576465898,"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."}}