{"id":"W2517685568","doi":"","title":"Differentiating Chronic Lymphocytic Leukemia from Small Lymphocytic Lymphoma: A Manitoba Cancer Registry Perspective.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic lymphocytic leukemia; Medicine; Lymphocytosis; Lymphoma; Cancer; Leukemia; Cancer registry; Disease; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00457503,0.0003424782,0.0004466695,0.005159398,0.001479639,0.002835587,0.001236141,0.001117518,0.002670079],"category_scores_gemma":[0.009408789,0.0005525081,0.000354425,0.006134166,0.001287469,0.002001178,0.002147744,0.001735303,0.0005172818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009999408,"about_ca_system_score_gemma":0.03493441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6928146,"about_ca_topic_score_gemma":0.8574699,"domain_scores_codex":[0.9982774,0.0005562169,0.0003165054,0.0001546898,0.0003921365,0.0003030017],"domain_scores_gemma":[0.988658,0.001876135,0.0016729,0.0004367616,0.005235302,0.002120878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001924439,0.0001334655,0.6561646,0.001021106,0.0001928457,0.002475334,0.004038686,0.0003661028,0.001469601,0.01046777,0.1657526,0.1577254],"study_design_scores_gemma":[0.00006174101,0.0001370661,0.6755261,0.006199483,0.000444724,0.004895826,0.02141516,0.0009631346,0.0007921071,0.002928052,0.2865236,0.0001129442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1204342,0.2257265,0.002316657,0.5743502,0.003903631,0.0003490848,0.01199671,0.0002414332,0.06068159],"genre_scores_gemma":[0.6423227,0.2490084,0.01004913,0.07092601,0.004296803,0.0003048949,0.009946105,0.0001353597,0.01301067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3071854,"threshold_uncertainty_score":0.6179889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03541983541705322,"score_gpt":0.2637740556314997,"score_spread":0.2283542202144465,"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."}}