{"id":"W2368607944","doi":"","title":"How to Improve Chinese Medical Students' Clinical Competence from Inspiration of Canadian Medical Students' Surgical Practice","year":2011,"lang":"en","type":"article","venue":"Northwest Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Internationalization; China; Clinical Practice; Medical education; Medicine; Medical practice; Nursing; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.003160162,0.0003473832,0.0003307595,0.001783167,0.004309044,0.002148306,0.0006664606,0.0006143337,0.00301372],"category_scores_gemma":[0.008182243,0.0001686881,0.0003204482,0.002084714,0.001811527,0.0009368066,0.002929318,0.001137697,0.0003881051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01906448,"about_ca_system_score_gemma":0.1082482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6883542,"about_ca_topic_score_gemma":0.8386366,"domain_scores_codex":[0.9972221,0.0005777042,0.0001043828,0.0001362192,0.001299646,0.0006599703],"domain_scores_gemma":[0.9941282,0.0003761495,0.0003248201,0.0001488238,0.002268671,0.002753329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001547365,0.0003478935,0.09439966,0.001080899,0.0000998067,0.0005092149,0.02957803,0.001081491,0.005235198,0.01906344,0.1133488,0.7351009],"study_design_scores_gemma":[0.0001649102,0.000493184,0.5612954,0.001410662,0.000267349,0.0005618595,0.04021509,0.001679734,0.004743049,0.006575445,0.3823377,0.0002555589],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6137421,0.009895912,0.003008668,0.1924394,0.001409473,0.000368957,0.0002383374,0.0003209595,0.1785762],"genre_scores_gemma":[0.9715488,0.005303322,0.007235942,0.006819993,0.0001946195,0.00008677228,0.0001069724,0.00003602706,0.008667614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6883542,"threshold_uncertainty_score":0.6269623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230648783464434,"score_gpt":0.3965102842390809,"score_spread":0.3734454058926375,"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."}}