{"id":"W2064388713","doi":"10.1007/s40596-014-0179-7","title":"Comparison Between a Typical Undergraduate Psychiatry Program in China and Canada—an Approach to Inform Psychiatry Education Reform in China","year":2014,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Division of Undergraduate Education; Guangxi University; Guangxi Medical University","keywords":"China; Accreditation; Curriculum; Medical education; Standardization; Socioeconomic status; Political science; Medicine; Psychology; Sociology; Pedagogy; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007843986,0.0005775083,0.0007494733,0.0005484588,0.0005212369,0.000119582,0.0006837205,0.0004307592,0.00005023072],"category_scores_gemma":[0.00001888351,0.0005371866,0.00008449476,0.0004058456,0.0001553144,0.0005212157,0.0001044179,0.002013196,0.00003060004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000511579,"about_ca_system_score_gemma":0.002367896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2271765,"about_ca_topic_score_gemma":0.7743852,"domain_scores_codex":[0.9957777,0.0001910899,0.001512693,0.0008680903,0.000552203,0.001098245],"domain_scores_gemma":[0.9981474,0.00002786816,0.0003706241,0.0005957495,0.00003469897,0.000823661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001801852,0.0007460869,0.6878565,0.000473086,0.00001624922,6.009051e-8,0.003214256,0.000007560926,1.501539e-7,0.2749677,0.01403907,0.0184991],"study_design_scores_gemma":[0.001556362,0.0005824073,0.8721235,0.0004891669,0.00003840257,0.00001001366,0.008304713,0.000517285,3.460168e-7,0.05343621,0.06213061,0.0008109941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834537,0.001226534,0.00002643055,0.03172256,0.007568846,0.001523207,0.00004403215,0.0001475757,0.07428716],"genre_scores_gemma":[0.9842398,0.0000577544,0.005381076,0.005659887,0.003476206,0.0003074295,0.0002785941,0.00007652961,0.0005227964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5472087,"threshold_uncertainty_score":0.999708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02654241258488702,"score_gpt":0.3245135830273125,"score_spread":0.2979711704424255,"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."}}