{"id":"W3198692156","doi":"10.24875/ric.21000347","title":"Impact of COVID-19 on the Diagnosis and Management of Multiple Myeloma: Experience from a Canadian Center","year":2021,"lang":"es","type":"article","venue":"Revista de investigaci�n Cl�nica","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation","funders":"","keywords":"Center (category theory); Control (management); MEDLINE; Cancer; Lethality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005793895,0.0004117316,0.0008868485,0.0002044145,0.0002192007,0.000118713,0.0003648156,0.0002218643,0.0006687655],"category_scores_gemma":[0.005225545,0.0003123244,0.000313706,0.0006138948,0.0006527471,0.00008217881,0.0002004365,0.0004158375,0.00001924109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358348,"about_ca_system_score_gemma":0.005353245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2150089,"about_ca_topic_score_gemma":0.02488494,"domain_scores_codex":[0.9966602,0.0005161306,0.0008722689,0.000661746,0.0005146912,0.0007749862],"domain_scores_gemma":[0.9935913,0.002080309,0.0004058995,0.001310386,0.0001803138,0.002431786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002081201,0.0003191487,0.9702796,0.003945719,0.0005821573,0.0007402535,0.006198667,0.00001534716,0.0009101706,0.004468024,0.00849011,0.003842727],"study_design_scores_gemma":[0.002084983,0.0005987316,0.8553623,0.006619662,0.0003904175,0.00003366378,0.001906683,0.0002033799,0.001483118,0.0001688366,0.1307775,0.0003706948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547471,0.01070699,0.00001834124,0.03172702,0.00009258553,0.001005648,0.001300719,0.00002179809,0.0003797552],"genre_scores_gemma":[0.9694203,0.01875137,0.0003163934,0.01110262,0.0001312104,0.00008942662,0.00007979313,0.00004376019,0.00006515151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.190124,"threshold_uncertainty_score":0.9999329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031751674755307,"score_gpt":0.3961944198542406,"score_spread":0.2930192523787098,"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."}}