{"id":"W2069502026","doi":"10.1038/nm1010-1084","title":"Peering into the aftermath: The inhospitable host?","year":2010,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Bench to bedside; Immunology; Metastasis; Clinical trial; Disease; Cancer research; Cancer; Internal medicine","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":[0.0005935373,0.00017488,0.0002361915,0.00007529078,0.0002728657,0.00002036979,0.0002917961,0.0002023367,0.0005003926],"category_scores_gemma":[0.001275124,0.00006589826,0.00006607075,0.0003190986,0.0003566553,0.00005768774,0.00009572579,0.00214668,0.0000964983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000038179,"about_ca_system_score_gemma":0.00007646527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003307029,"about_ca_topic_score_gemma":0.0002170529,"domain_scores_codex":[0.9984542,0.00003787512,0.0001807706,0.0002237722,0.0007359232,0.0003674507],"domain_scores_gemma":[0.9986095,0.0002404663,0.00004669194,0.0007308626,0.0001627338,0.0002097784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001299176,0.0005687534,0.2321078,0.0003675585,0.0009772348,0.001153718,0.01665932,0.00000111205,0.4525661,0.00693938,0.113791,0.1735688],"study_design_scores_gemma":[0.004132606,0.0004781487,0.4740748,0.0001835432,0.000168848,0.0003025317,0.0006411248,0.0003162965,0.01110578,0.000402786,0.5080509,0.0001426282],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8957809,0.004088143,0.00001864238,0.08769196,0.0009803553,0.0006682838,0.000002324867,0.00006969675,0.01069969],"genre_scores_gemma":[0.9916312,0.0001467956,0.0003426988,0.003279423,0.001367599,0.00006725888,0.00002202235,0.00002339526,0.003119613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4414603,"threshold_uncertainty_score":0.9326375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007863316072763802,"score_gpt":0.3134034992042964,"score_spread":0.3055401831315326,"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."}}