{"id":"W4400320270","doi":"10.3390/curroncol31070287","title":"Survival Outcomes for US and Canadian Patients Diagnosed with Hodgkin Lymphoma before and after Brentuximab Vedotin Approval for Relapsed/Refractory Disease: A Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Brentuximab vedotin; Internal medicine; Hazard ratio; Proportional hazards model; Oncology; Medicaid; Cohort; Retrospective cohort study; Lymphoma; Hodgkin lymphoma; Health care; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007991704,0.0005290129,0.0006140068,0.00182865,0.001603703,0.001207259,0.001029623,0.0007139556,0.002145845],"category_scores_gemma":[0.002665927,0.0004227339,0.001389814,0.004483808,0.0005617031,0.0006026786,0.0008572257,0.001236164,0.0003294849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01037324,"about_ca_system_score_gemma":0.009074488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8342431,"about_ca_topic_score_gemma":0.8687977,"domain_scores_codex":[0.9989358,0.00005889006,0.00008967518,0.0002426181,0.0002627466,0.0004103699],"domain_scores_gemma":[0.9970878,0.0001883947,0.001047343,0.0001926293,0.0008593297,0.0006245344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002569386,0.00002276451,0.9975253,0.00002431868,0.0001135476,0.00004312971,0.0001501154,0.00007379705,0.00004185761,0.00003343474,0.0006956817,0.001019197],"study_design_scores_gemma":[0.0000237627,0.0000802467,0.9982619,0.00003153431,0.0001045814,0.0001221019,0.0003937263,0.0001566993,0.0000332969,0.00002126835,0.000754172,0.00001684351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882456,0.0006329743,0.00004468663,0.0001040517,0.00001127083,0.0000413277,0.009869311,0.000006854146,0.001043848],"genre_scores_gemma":[0.9916229,0.000450028,0.00006985313,0.00008494304,0.00001799375,0.00003106769,0.00742843,0.000004912089,0.0002898928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1657569,"threshold_uncertainty_score":0.3334661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147612123559428,"score_gpt":0.3235582077613787,"score_spread":0.3020820865257844,"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."}}