{"id":"W2101820986","doi":"10.1016/j.jval.2014.03.464","title":"Health Care Resource Utilization in the Management of Chronic Lymphocytic Leukemia at an Ontario Cancer Centre","year":2014,"lang":"en","type":"article","venue":"Value in Health","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Credit Valley Hospital; McMaster University; Health Sciences Centre; Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Fludarabine; Chlorambucil; Chronic lymphocytic leukemia; Cohort; Internal medicine; Alemtuzumab; Rituximab; Retrospective cohort study; Chemotherapy regimen; Cancer; Chemotherapy; Oncology; Leukemia; Transplantation; Lymphoma; Cyclophosphamide","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004736829,0.0001722247,0.0002252513,0.0006293206,0.002779542,0.001554121,0.0009246005,0.0004722556,0.002581862],"category_scores_gemma":[0.002615255,0.0002804724,0.0002766122,0.001952926,0.0007920258,0.0004625207,0.001094004,0.0007736381,0.0001129206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04683973,"about_ca_system_score_gemma":0.04624286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.943808,"about_ca_topic_score_gemma":0.9747482,"domain_scores_codex":[0.99876,0.0002187016,0.00008970653,0.00006775693,0.0002766296,0.0005873554],"domain_scores_gemma":[0.9966601,0.0002619856,0.0007070546,0.0000318288,0.0005902777,0.001748733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002529692,0.0002918391,0.9654537,0.0001576454,0.00006964161,0.00219094,0.006476573,0.0005787056,0.0005523775,0.0005388335,0.006657085,0.01677965],"study_design_scores_gemma":[0.00003267485,0.0001648096,0.9856749,0.0001087026,0.00003023054,0.0003955523,0.009345215,0.0007137192,0.00007977519,0.00008479878,0.003347432,0.00002226058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912499,0.0007289495,0.00004598091,0.003514689,0.00002132287,0.00008270054,0.0005078283,0.000005440229,0.003843183],"genre_scores_gemma":[0.9970599,0.000813074,0.0001482515,0.000480706,0.00002709435,0.0000300067,0.0002159646,0.000004398436,0.001220717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05619198,"threshold_uncertainty_score":0.3398476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05192244247625553,"score_gpt":0.3482144586261496,"score_spread":0.296292016149894,"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."}}