{"id":"W3126964460","doi":"10.1182/bloodadvances.2020002910","title":"Efficacy and safety of copanlisib in patients with relapsed or refractory marginal zone lymphoma","year":2021,"lang":"en","type":"article","venue":"Blood Advances","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Adverse effect; Internal medicine; Refractory (planetary science); Gastroenterology; Nausea; Phases of clinical research; Diarrhea; Surgery; Chemotherapy","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":[0.00004009293,0.0001253635,0.000333479,0.00004889529,0.00002863513,0.000005766566,0.0000288591,0.00003864602,0.00005721612],"category_scores_gemma":[0.00006844448,0.00008033898,0.00002421742,0.0001845222,0.00006660523,0.0001024369,0.00002582483,0.00003343662,0.000002440639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004496472,"about_ca_system_score_gemma":0.0001495696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002230207,"about_ca_topic_score_gemma":0.00007085851,"domain_scores_codex":[0.9991369,0.00002921833,0.0002248369,0.0002449488,0.0002146037,0.000149486],"domain_scores_gemma":[0.99941,0.0001428248,0.00009270334,0.0001922028,0.00008460601,0.00007762646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004779709,0.004825526,0.9162278,0.000116935,0.0001210973,0.0003836367,0.0001100029,0.000003060426,0.00008004373,0.00006372255,0.00002240648,0.07326603],"study_design_scores_gemma":[0.0419884,0.001817894,0.9446153,0.0004828803,0.000173316,0.00003398632,0.00008168542,0.000001046106,0.00372703,0.000005080463,0.006981182,0.00009220148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936907,0.005049807,0.000002567372,0.0001208611,0.00004060276,0.0002584215,0.00002111029,0.00001286693,0.0008030449],"genre_scores_gemma":[0.9962643,0.001356582,0.001949307,0.00008531438,0.0000214156,0.00001692003,0.0000510898,0.00001198994,0.0002430291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07317383,"threshold_uncertainty_score":0.3276128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006723838885264753,"score_gpt":0.2380142866764259,"score_spread":0.2312904477911611,"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."}}