{"id":"W2514436110","doi":"10.1016/j.chest.2016.05.005","title":"Establishing Pulmonary and Critical Care Medicine in China: 2016 Report on Implementation and Government Recognition","year":2016,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Princeton Center for Complex Materials; University of Saskatchewan","keywords":"Medicine; Subspecialty; Operationalization; Government (linguistics); Medical education; China; Curriculum; Family medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01067513,0.0005972465,0.0005039556,0.001984963,0.002125037,0.002495645,0.001953652,0.002357583,0.003261634],"category_scores_gemma":[0.01379893,0.0006895196,0.00100009,0.002285521,0.001363456,0.001457513,0.004807306,0.002676368,0.0003006892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01480542,"about_ca_system_score_gemma":0.1414905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2621115,"about_ca_topic_score_gemma":0.2681551,"domain_scores_codex":[0.9898595,0.001428064,0.001319897,0.0005170856,0.003471007,0.003404391],"domain_scores_gemma":[0.9794211,0.002049116,0.003096669,0.0007036323,0.005608733,0.009120636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002428929,0.001254556,0.7409555,0.001773753,0.0004193169,0.002380645,0.008076423,0.001291493,0.00695283,0.009625878,0.06963836,0.1573884],"study_design_scores_gemma":[0.0000781631,0.0002460104,0.9588709,0.0003601838,0.0001215298,0.0001872,0.003679113,0.000868161,0.001082005,0.0004203036,0.03401953,0.0000669945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8167248,0.008349346,0.001971415,0.1308534,0.002316465,0.001863611,0.002700383,0.0004014742,0.03481917],"genre_scores_gemma":[0.9601309,0.004753536,0.002626592,0.0168431,0.0005775434,0.0006661394,0.002499626,0.00003271613,0.01186998],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2621115,"threshold_uncertainty_score":0.5211716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491253531332728,"score_gpt":0.3468005902989855,"score_spread":0.3118880549856582,"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."}}