{"id":"W4295592367","doi":"10.3390/curroncol29090511","title":"Risk Factors and Prognostic Impact of Postoperative Complications in Patients with Advanced Gastric Cancer Receiving Neoadjuvant Chemotherapy","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sanming Project of Medicine in Shenzhen","keywords":"Medicine; Chemotherapy; Logistic regression; Complication; Gastrectomy; Surgery; Internal medicine; Cancer; Risk factor; Neoadjuvant therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00041465,0.0001854298,0.0002512895,0.0005199438,0.0003026757,0.0003867029,0.000173109,0.0002617742,0.0008392979],"category_scores_gemma":[0.002675426,0.0001224632,0.0003433021,0.0008945585,0.0002026008,0.0003308658,0.0002813833,0.000505598,0.00008072271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002180561,"about_ca_system_score_gemma":0.0003520615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000992345,"about_ca_topic_score_gemma":0.001688288,"domain_scores_codex":[0.9997042,0.00006994343,0.00006472283,0.00003516876,0.00006891319,0.00005706842],"domain_scores_gemma":[0.9985537,0.0002638501,0.0007797811,0.00004639902,0.0001327567,0.0002235418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006237186,0.00001117845,0.9988455,0.000006784036,0.00001255512,0.00009654569,0.00001574758,0.00002263624,0.00003943995,0.00000673636,0.00003887407,0.0008417857],"study_design_scores_gemma":[0.000005475613,0.00008730106,0.9982664,0.00001175986,0.00004069323,0.0009381555,0.000141577,0.0002013878,0.00005272366,0.00003801902,0.0002123441,0.000004256185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983371,0.001003921,0.00008474974,0.0000748105,0.00001155275,0.000007386453,0.0001040969,0.000002069131,0.0003741331],"genre_scores_gemma":[0.9994516,0.0002325905,0.00007677887,0.00001622919,0.00001384636,0.00000555233,0.0001515198,7.692515e-7,0.00005125967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000992345,"threshold_uncertainty_score":0.002807736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03464510958982155,"score_gpt":0.3673258997908699,"score_spread":0.3326807902010483,"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."}}