{"id":"W3201635595","doi":"10.32725/jab.2021.019","title":"Does GD2 synthase (GD2S) detect cancer stem cells in blood samples of breast carcinomas?","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Biomedicine","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Iran University of Medical Sciences","keywords":"Chemotherapy; Breast cancer; Peripheral blood mononuclear cell; Malignancy; Medicine; Cancer; Ganglioside; Breast carcinoma; Stem cell; Oncology; Pathology; Internal medicine; Cancer research; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003650672,0.0001250325,0.0003167605,0.0001889148,0.00002428238,0.000009762341,0.000173007,0.0001151714,0.0001446],"category_scores_gemma":[0.00002065806,0.00007688371,0.00008774408,0.0003122131,0.0001331423,0.000003443152,0.00007185229,0.0001701215,0.000001315043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002310652,"about_ca_system_score_gemma":0.0003005883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006922102,"about_ca_topic_score_gemma":0.0001215062,"domain_scores_codex":[0.9986957,0.00004105368,0.0005075129,0.0001867912,0.0003599191,0.000209032],"domain_scores_gemma":[0.9990777,0.00002558344,0.0002624491,0.0002138181,0.0002858556,0.0001345786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004190566,0.0001427306,0.002295291,0.00009926202,0.00009546924,0.0000862478,0.00006704814,0.00003040536,0.9846186,0.00000975492,0.0002584761,0.01187763],"study_design_scores_gemma":[0.002177509,0.0002446692,0.006174893,0.0001014127,0.00004235323,0.0001041694,0.0004671109,0.000007375312,0.9847732,0.00003248443,0.005781633,0.00009318965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973438,0.001331441,0.0001854084,0.0006060649,0.000163001,0.0001265344,0.00006125229,0.000001809713,0.0001807287],"genre_scores_gemma":[0.9978625,0.001012339,0.0004785585,0.00008642499,0.0003615279,0.000006732651,0.00001251902,0.00001389181,0.0001654791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178444,"threshold_uncertainty_score":0.3135227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167970093605666,"score_gpt":0.262603457246199,"score_spread":0.2509237563101424,"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."}}