{"id":"W2983609105","doi":"10.1097/01.cot.0000615272.66203.18","title":"Examining Facility & Provider Influence on Multiple Myeloma Survival","year":2019,"lang":"en","type":"article","venue":"Oncology Times","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Medicine; Business; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002501864,0.0002009869,0.0003254411,0.001027375,0.001096016,0.001184173,0.001096513,0.0006898929,0.009613574],"category_scores_gemma":[0.02320645,0.0002361824,0.001389275,0.001809719,0.0004566218,0.001279423,0.001714434,0.001722903,0.0006501572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002949943,"about_ca_system_score_gemma":0.0034069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08246861,"about_ca_topic_score_gemma":0.08201498,"domain_scores_codex":[0.9970535,0.001240432,0.0002006695,0.0003369133,0.0004605371,0.0007078837],"domain_scores_gemma":[0.9812281,0.005879016,0.006654972,0.0005020876,0.002144351,0.003591561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001241956,0.00007814939,0.9900506,0.00002959946,0.0001273713,0.00003240359,0.0003262772,0.0001154818,0.00001705315,0.0001457693,0.003427447,0.005525582],"study_design_scores_gemma":[0.00003387599,0.0002499321,0.992778,0.0001471098,0.0002076177,0.0001141785,0.002270869,0.001012514,0.00007118411,0.0002703704,0.002819273,0.00002499863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841956,0.001353556,0.0003400652,0.006789465,0.0001326804,0.00003455246,0.003115596,0.00002036769,0.004018086],"genre_scores_gemma":[0.9976605,0.0002417357,0.0001733142,0.0005664574,0.00008822157,0.00002465363,0.0007009326,0.00001083258,0.0005332498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08246861,"threshold_uncertainty_score":0.1639771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06086097539582779,"score_gpt":0.347162888753965,"score_spread":0.2863019133581372,"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."}}