{"id":"W3015876203","doi":"10.1080/16078454.2020.1749473","title":"Up to half of patients diagnosed with chronic lymphocytic leukemia in México may not require treatment","year":2020,"lang":"en","type":"article","venue":"Hematology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Chronic lymphocytic leukemia; Medicine; Leukemia; Internal medicine; Oncology; Cancer research; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001226767,0.0001078499,0.0001491303,0.0002202837,0.0004240407,0.0003478127,0.000120757,0.0002106648,0.008779379],"category_scores_gemma":[0.0004855088,0.00004889545,0.0001289065,0.0003507481,0.0001318766,0.0001742213,0.0002150043,0.0002562311,0.0006697831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002963515,"about_ca_system_score_gemma":0.0004199736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026247,"about_ca_topic_score_gemma":0.01395093,"domain_scores_codex":[0.9999139,0.00002008011,0.000005006807,0.00001180827,0.00001247432,0.00003662298],"domain_scores_gemma":[0.9998167,0.00002846598,0.00007653989,0.000009671918,0.00001906979,0.00004953436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003441758,0.0001454555,0.9057572,0.000137667,0.0000456251,0.0006689997,0.0004004464,0.00006585608,0.002169395,0.0003823602,0.008168246,0.08171444],"study_design_scores_gemma":[0.00006543102,0.000265837,0.9482213,0.0001628018,0.00007155282,0.002499057,0.001808965,0.00008691902,0.0007099826,0.0002071121,0.04589145,0.000009600772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706519,0.005764982,0.0002538684,0.002880711,0.00009019126,0.0000411819,0.002157598,0.00007151235,0.01808809],"genre_scores_gemma":[0.9880178,0.004065251,0.0002186096,0.001372368,0.00008657866,0.00005933283,0.001384845,0.000009419807,0.004785763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026247,"threshold_uncertainty_score":0.02936995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401848202723082,"score_gpt":0.3052071261607171,"score_spread":0.2711886441334863,"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."}}