{"id":"W4403469667","doi":"10.1016/j.jtho.2024.09.1334","title":"EP.15A.03 Lung Cancer Multidisciplinary Teams in China Show Multi-faceted Similarities and Differences Compared to Europe and Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Multidisciplinary approach; China; Lung cancer; Multidisciplinary team; Cancer; Oncology; Nursing; Internal medicine; Archaeology; Geography; Social 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":[0.0006964108,0.0001214011,0.0001701848,0.001135822,0.001309601,0.00103426,0.0004407575,0.0003536519,0.04865762],"category_scores_gemma":[0.002329608,0.0001342711,0.0002650556,0.002086529,0.000439308,0.000536429,0.001178518,0.0004025806,0.002675024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004923123,"about_ca_system_score_gemma":0.01514754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3779089,"about_ca_topic_score_gemma":0.4805182,"domain_scores_codex":[0.9990909,0.0001438886,0.00005356541,0.0001040414,0.000167254,0.0004403149],"domain_scores_gemma":[0.9981177,0.0002138404,0.0002937609,0.00007595682,0.0005412049,0.0007574953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005048918,0.0002089748,0.7620743,0.0005543192,0.00009511929,0.001076365,0.005143091,0.0006015389,0.001831146,0.007702708,0.05732552,0.1628821],"study_design_scores_gemma":[0.00001831345,0.00003726866,0.9783224,0.0001868355,0.00001194323,0.0001602426,0.003676854,0.0002866168,0.0001040093,0.0004376997,0.01674746,0.00001036948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9073144,0.001505369,0.0006280064,0.008493382,0.0004017129,0.0001947608,0.008387445,0.0001324152,0.07294244],"genre_scores_gemma":[0.9628004,0.0005074851,0.0005361065,0.001089314,0.00004971996,0.0001036166,0.002280424,0.00004191659,0.03259111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6220911,"threshold_uncertainty_score":0.7514184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993595768275572,"score_gpt":0.4400025074029032,"score_spread":0.4200665497201475,"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."}}