{"id":"W2892783878","doi":"10.31729/jnma.1838","title":"Impression from a Nepalese Resident In Canada","year":2003,"lang":"en","type":"article","venue":"Journal of Nepal Medical Association","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Optometry","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":[0.000421676,0.0006897101,0.0004871055,0.0007553588,0.01747934,0.002351365,0.001338067,0.004099139,0.01785384],"category_scores_gemma":[0.002398569,0.0003817944,0.0005370741,0.0005691951,0.002146302,0.0008340628,0.002168499,0.007410422,0.002549851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01313888,"about_ca_system_score_gemma":0.01202271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7119447,"about_ca_topic_score_gemma":0.8808424,"domain_scores_codex":[0.9990915,0.0001108476,0.00002740762,0.00005915131,0.0002385542,0.0004725658],"domain_scores_gemma":[0.9977561,0.0001464089,0.0000992467,0.00002609517,0.0006780897,0.001294128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003906597,0.000777877,0.06405254,0.0003491917,0.0000772858,0.3646402,0.2007831,0.0004601933,0.006129208,0.001916784,0.3323256,0.02809743],"study_design_scores_gemma":[0.00002789452,0.0003305902,0.04648888,0.0004707241,0.00005272109,0.08085337,0.6479231,0.0004397212,0.00107055,0.000366254,0.221823,0.0001532342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.69679,0.003477149,0.0005835844,0.1456291,0.007633734,0.0001682796,0.0007750051,0.0001294162,0.1448137],"genre_scores_gemma":[0.7959143,0.002166427,0.000331642,0.03173125,0.001238152,0.00002151504,0.0001695938,0.000116633,0.1683104],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2880553,"threshold_uncertainty_score":0.5795034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939786513343977,"score_gpt":0.3854237532826303,"score_spread":0.3660258881491905,"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."}}