{"id":"W2124843980","doi":"10.1016/s0140-6736(05)71553-1","title":"Canada moves to stem health-research “brain drain”","year":2001,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Medical research; Medicine; Library science; Medical education; Family medicine; Gerontology; Political science; Computer science; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01567482,0.001320355,0.001930541,0.005296642,0.01334163,0.01799073,0.004185065,0.04397171,0.03126626],"category_scores_gemma":[0.05065423,0.0009296209,0.00253015,0.0057003,0.01669743,0.007625117,0.008168779,0.02546351,0.003793956],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.101323,"about_ca_system_score_gemma":0.504903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9449529,"about_ca_topic_score_gemma":0.9642636,"domain_scores_codex":[0.9806495,0.004057637,0.0006506434,0.001046773,0.008066863,0.005528585],"domain_scores_gemma":[0.9205631,0.01633055,0.002112591,0.001662118,0.02643696,0.03289472],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008044978,0.00003452063,0.00126383,0.0001805026,0.00006312739,0.0001229379,0.0002574673,0.0002019154,0.0001240409,0.1017679,0.8806146,0.01528863],"study_design_scores_gemma":[0.0001957698,0.00004722771,0.003801631,0.0005802598,0.00009047097,0.0000939185,0.001045549,0.0004100054,0.0002993452,0.05547281,0.9378659,0.00009712924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006559362,0.003773259,0.0002012987,0.9814656,0.005500107,0.00001652625,0.0003802337,0.00005699549,0.007950127],"genre_scores_gemma":[0.02436544,0.007867314,0.001515825,0.9221511,0.00608622,0.00005483703,0.0003349124,0.00009034391,0.03753395],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9843252,"threshold_uncertainty_score":0.7351533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.181313775523487,"score_gpt":0.3882895800681642,"score_spread":0.2069758045446772,"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."}}