{"id":"W3176976111","doi":"10.1002/hon.35_2880","title":"CLINICAL UTILITY OF INTERIM CT SCANS IN PATIENTS RECEIVING CHEMOIMMUNOTHERAPY FOR FIRST LINE TREATMENT OF FOLLICULAR LYMPHOMA","year":2021,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Chemoimmunotherapy; Rituximab; Follicular lymphoma; Internal medicine; Surgery; Interim analysis; Prednisone; Vincristine; Progressive disease; Cyclophosphamide; Clinical trial; Lymphoma; Chemotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002259286,0.0001848893,0.001518383,0.00005150277,0.00002622383,0.000002376922,0.00006871251,0.0002128927,0.0001999128],"category_scores_gemma":[0.0004571175,0.0001262994,0.0004203226,0.0001739503,0.0001744715,0.00001909628,0.0000425823,0.00004076461,0.000003357264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092087,"about_ca_system_score_gemma":0.0002862097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005567762,"about_ca_topic_score_gemma":0.0001388299,"domain_scores_codex":[0.9980193,0.0001510039,0.001063397,0.0003891967,0.0001270338,0.0002501069],"domain_scores_gemma":[0.9980652,0.001007641,0.0002876005,0.0003459679,0.0002007284,0.00009282604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001444496,0.02640144,0.810914,0.0001142377,0.0002518534,0.0002210131,0.00009628333,7.064539e-7,0.00004886682,0.0001949409,0.0001003848,0.1602118],"study_design_scores_gemma":[0.02906368,0.01059618,0.9313682,0.0001820157,0.0001577983,0.00008931156,0.00006333717,0.000145141,0.01629507,0.0001914284,0.01174488,0.0001029744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961674,0.001143391,0.00007072933,0.0008538752,0.0001728197,0.0007537675,0.00002820745,0.00001558372,0.0007941836],"genre_scores_gemma":[0.9958149,0.00129958,0.002329432,0.0002058896,0.00002504549,0.0001894681,0.00008844756,0.00001155341,0.0000357388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601088,"threshold_uncertainty_score":0.5150341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07732641674997415,"score_gpt":0.3902968725276171,"score_spread":0.312970455777643,"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."}}