{"id":"W2031890665","doi":"10.1159/000225657","title":"In vitro Colony Assay of Peripheral Blood Mononuclear Cells – A Comparison of Breast Cancer Patients and Normal Individuals","year":2009,"lang":"en","type":"article","venue":"Oncology","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Peripheral blood mononuclear cell; Breast cancer; In vitro; Stage (stratigraphy); Internal medicine; Cancer; Immunology; Medicine; Peripheral blood; Mammary gland; Biology; Oncology; Biochemistry","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":[0.0001007408,0.0001032872,0.0005601685,0.0001003066,0.00001643542,0.00000155919,0.00004826196,0.0001366833,0.0004470494],"category_scores_gemma":[0.000005101549,0.00009414038,0.00004162326,0.0001148636,0.0001025631,0.00004185088,0.00002485447,0.0001380219,0.000001532603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093097,"about_ca_system_score_gemma":0.0001397212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004221364,"about_ca_topic_score_gemma":0.0001119145,"domain_scores_codex":[0.9991586,0.00008909433,0.0003139704,0.0001496418,0.0000989382,0.0001898223],"domain_scores_gemma":[0.9995535,0.00006429139,0.0001792776,0.00006540561,0.00006489598,0.00007261578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003912969,0.01166681,0.5582842,0.00007795677,0.0002402024,0.00003283107,0.003529256,0.00002280281,0.381467,0.00002303636,0.006438674,0.03430434],"study_design_scores_gemma":[0.01743498,0.01057082,0.831374,0.00003312407,0.0005347905,0.00002975151,0.0001379162,0.0001447951,0.1336174,0.00002494743,0.005962567,0.0001348598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959016,0.0003938373,5.296423e-7,0.001296522,0.000141165,0.0003006716,0.0001006593,0.000005894839,0.001859085],"genre_scores_gemma":[0.9986953,0.0001310442,0.0002693399,0.0006441328,0.00005657618,0.00001546859,0.00001750604,0.000007301897,0.0001633709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2730899,"threshold_uncertainty_score":0.4894878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306022215956499,"score_gpt":0.3405924178679459,"score_spread":0.3275321957083809,"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."}}