{"id":"W3215818698","doi":"10.1007/978-3-030-83864-5_39","title":"Global Cardiac Surgery in China: 23 Years of Mission Work","year":2021,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Witness; China; Curriculum; Work (physics); Medicine; Multidisciplinary approach; Medical education; Political science; Global health; Health care; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002067516,0.0007026778,0.0003871816,0.001413193,0.001443668,0.002236554,0.0007424304,0.0009364139,0.009218981],"category_scores_gemma":[0.0008659798,0.0002061996,0.0003122721,0.002457825,0.001278809,0.001554085,0.002208502,0.0009802618,0.001219349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003604442,"about_ca_system_score_gemma":0.01583307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02251569,"about_ca_topic_score_gemma":0.05989862,"domain_scores_codex":[0.999554,0.0000767202,0.00002907514,0.00002822324,0.0001909277,0.0001211326],"domain_scores_gemma":[0.9994271,0.00008437523,0.00003610593,0.00002191648,0.0001272765,0.0003032682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003265905,0.0001493433,0.007420626,0.0009426443,0.0000248597,0.0005888482,0.004852442,0.0008588289,0.0007996236,0.02938049,0.3613878,0.5935618],"study_design_scores_gemma":[0.000007636045,0.0001127617,0.0278537,0.0009185973,0.00001458638,0.0003786903,0.003038865,0.0004177254,0.0002330728,0.003754061,0.9632484,0.00002187821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06943599,0.5048983,0.002933562,0.1384465,0.0218856,0.0001932549,0.00104788,0.0003612963,0.2607976],"genre_scores_gemma":[0.1817448,0.3619528,0.004248712,0.01568838,0.009074102,0.0001644697,0.001796021,0.0001656149,0.4251651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02251569,"threshold_uncertainty_score":0.04476923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050561260995901,"score_gpt":0.2370581574754658,"score_spread":0.2265525448655068,"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."}}