{"id":"W2082294310","doi":"10.1038/scibx.2013.354","title":"Multiple myeloma partners","year":2013,"lang":"en","type":"article","venue":"Science-Business eXchange","topic":"Endoplasmic Reticulum Stress and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Multiple myeloma; Cancer; Domain (mathematical analysis); Cancer research; Computational biology; Biology; Medicine; Internal medicine; Mathematics","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":[0.000130545,0.0001523003,0.000107341,0.00008486573,0.0002140889,0.0001165251,0.0003798407,0.00006432519,0.0002683496],"category_scores_gemma":[0.0002475487,0.0001250526,0.00004985916,0.00047977,0.0005364072,0.00002554452,0.0002208666,0.00004001479,0.0001703072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001531734,"about_ca_system_score_gemma":0.0001533331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001232051,"about_ca_topic_score_gemma":0.00003025201,"domain_scores_codex":[0.9986541,0.00001743795,0.000136105,0.000462022,0.0002804661,0.000449858],"domain_scores_gemma":[0.9989511,0.000007738976,0.00005634983,0.0004270837,0.0003171716,0.0002405166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004841409,0.0001405302,0.04243663,0.00009405438,0.00001864796,0.00001397055,0.0001791566,0.0001256746,0.8938324,0.0001885163,0.02007027,0.04285174],"study_design_scores_gemma":[0.00195884,0.0001680726,0.5868622,0.00005544983,0.00002681165,0.00003673912,0.0004775104,0.001627682,0.2442499,0.0003310162,0.1632156,0.0009902167],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902323,0.0005852684,0.0003832284,0.0005587568,0.0004080825,0.000270418,0.00001257458,0.00002858492,0.007520719],"genre_scores_gemma":[0.9972823,0.0001534104,0.0003264846,0.0003609677,0.0003546124,0.0001192409,0.00004168349,0.00001459028,0.001346694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6495826,"threshold_uncertainty_score":0.5099498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388440063580629,"score_gpt":0.2612635011597622,"score_spread":0.2473791005239559,"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."}}