{"id":"W4240370680","doi":"10.30770/2572-1852-92.1.28","title":"International Briefs","year":2006,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003793219,0.000929683,0.0006513008,0.003456777,0.00598764,0.008976143,0.002478953,0.007134995,0.4021942],"category_scores_gemma":[0.01569107,0.0005286736,0.0007707554,0.003532367,0.00169653,0.007075487,0.004953741,0.006621023,0.2002298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005807896,"about_ca_system_score_gemma":0.01011506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083087,"about_ca_topic_score_gemma":0.01456301,"domain_scores_codex":[0.9964981,0.0006090828,0.0002169352,0.0004887313,0.00139,0.0007971744],"domain_scores_gemma":[0.9935046,0.001421013,0.0002998891,0.0006834161,0.002423039,0.001667983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008487632,0.00001454661,0.00003699811,0.00006520643,7.853457e-7,0.00002893915,0.0001052262,0.000009604402,0.00002792817,0.01096832,0.9766716,0.01206228],"study_design_scores_gemma":[0.000001182836,0.000003030847,0.0001042872,0.00004209418,3.525331e-7,0.0000145581,0.00007976843,0.000002885181,0.00000896124,0.0004916544,0.9992494,0.000001769051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0006269858,0.009293879,0.0004795641,0.08843364,0.06429208,0.0002726637,0.002862337,0.0004122553,0.8333266],"genre_scores_gemma":[0.003674358,0.003810704,0.0002934556,0.02754492,0.007485867,0.0002260048,0.001501197,0.0001811148,0.9552823],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4021942,"threshold_uncertainty_score":0.8526975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139331920173782,"score_gpt":0.4578068358744388,"score_spread":0.426413516672701,"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."}}