{"id":"W4405039883","doi":"10.1182/blood-2024-202786","title":"Prospective Patient Preference Study for Bruton Tyrosine Kinase Inhibitor (BTKi) Treatment Attributes and Factors Affecting Patient Shared Decision-Making in Chronic Lymphocytic Leukemia (CLL) and Small Lymphocytic Lymphoma (SLL) in the United States (USA)","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Chronic lymphocytic leukemia; Medicine; Leukemia; Ibrutinib; Immunology; Lymphoma; Preference; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005734455,0.0006347066,0.0007827019,0.0008145479,0.0002383123,0.0003272325,0.0002021932,0.0001950086,0.00001387247],"category_scores_gemma":[0.0008682874,0.0004296619,0.0001187259,0.001401529,0.0001705541,0.0001995079,0.000285823,0.0002202631,0.000005432154],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1082846,"about_ca_system_score_gemma":0.01259861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008011028,"about_ca_topic_score_gemma":0.004185289,"domain_scores_codex":[0.9960606,0.0002686805,0.000836754,0.001206435,0.0006806085,0.0009469788],"domain_scores_gemma":[0.9951796,0.003696426,0.0001523461,0.0005822284,0.0001724803,0.0002169159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01176164,0.01224633,0.3610624,0.008334101,0.003036621,0.01184536,0.299259,0.01300302,0.00511058,0.0001943337,0.0002134147,0.2739331],"study_design_scores_gemma":[0.2144842,0.03340317,0.2851724,0.01313236,0.001626745,0.001277065,0.0313864,0.38761,0.02912838,0.0005970922,0.0003696288,0.001812439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867169,0.006197975,0.0000292705,0.00002194828,0.0001310228,0.00664379,0.0001316425,0.0001067953,0.00002071248],"genre_scores_gemma":[0.9980377,0.000442552,0.00019767,0.00004706125,0.00009510681,0.0009363506,0.0001371874,0.00009049014,0.00001590921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.374607,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744102376382475,"score_gpt":0.3005743220487112,"score_spread":0.2631332982848864,"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."}}