{"id":"W1576118523","doi":"10.1111/j.1600-0609.2011.01602.x","title":"Alkaline phosphatase variation during carfilzomib treatment is associated with best response in multiple myeloma patients","year":2011,"lang":"en","type":"article","venue":"European Journal Of Haematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Calgary; University of Alberta","funders":"","keywords":"Carfilzomib; Multiple myeloma; Oncology; Variation (astronomy); Alkaline phosphatase; Medicine; Internal medicine; Chemistry; Lenalidomide; Biochemistry; Enzyme","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":[0.0005454899,0.0002068193,0.0005801427,0.0003625945,0.00007337008,0.00001029458,0.0001190155,0.00004446297,0.000196657],"category_scores_gemma":[0.0007527745,0.0001413041,0.00009927276,0.0002088752,0.00007542864,0.0001262792,0.00003658319,0.0002025484,0.0001066109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002781396,"about_ca_system_score_gemma":0.0001317795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006797302,"about_ca_topic_score_gemma":0.00004506984,"domain_scores_codex":[0.9976076,0.0008923418,0.0006301787,0.0002082903,0.0003022564,0.0003593722],"domain_scores_gemma":[0.9985658,0.000162433,0.0004556584,0.000240528,0.0003055559,0.0002700166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05351354,0.004538836,0.8425303,0.00003491209,0.0008561048,0.09030312,0.004629501,0.000006542194,0.00119103,0.000008223971,0.0001217764,0.002266091],"study_design_scores_gemma":[0.0291736,0.007660989,0.9513113,0.0002920673,0.0001455803,0.002127993,0.0001144003,0.00006226481,0.008798631,0.000003951418,0.00019102,0.0001181734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987272,0.0001621551,0.00003179599,0.0001549271,0.00006522649,0.0004236406,0.00004767334,0.0000131572,0.0003742367],"genre_scores_gemma":[0.9985117,0.00005402565,0.00104785,0.00006211799,0.00002822844,0.000007638914,0.00004027606,0.00004064867,0.0002074679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108781,"threshold_uncertainty_score":0.5762213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04353107053041077,"score_gpt":0.269359865167023,"score_spread":0.2258287946366123,"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."}}