{"id":"W4411321377","doi":"10.1002/hon.70096_549","title":"549 | PROSPECTIVE PATIENT PREFERENCE STUDY FOR CHRONIC LYMPHOCYTIC LEUKEMIA TREATMENT ATTRIBUTES IMPACTING PATIENT SHARED‐DECISION MAKING","year":2025,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"BeiGene","keywords":"Chronic lymphocytic leukemia; Preference; Medicine; Leukemia; Oncology; Intensive care medicine; Internal medicine; Statistics","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":[0.007006675,0.0002755677,0.0004532447,0.0005433715,0.000619013,0.001143998,0.0003368873,0.0005407517,0.009021174],"category_scores_gemma":[0.01954218,0.0002593315,0.00176635,0.0007004387,0.0004741875,0.001068191,0.0006817995,0.001021248,0.0005610387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007633305,"about_ca_system_score_gemma":0.001004728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001775908,"about_ca_topic_score_gemma":0.00214445,"domain_scores_codex":[0.9960456,0.002658992,0.000375256,0.0002854716,0.0004075666,0.0002271558],"domain_scores_gemma":[0.9787328,0.01337347,0.005416401,0.0007575096,0.0006719463,0.001048001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006886172,0.004055271,0.9679627,0.0003450983,0.0006599308,0.000111857,0.001861621,0.0005597222,0.0003167278,0.0004176537,0.0009651101,0.01585818],"study_design_scores_gemma":[0.002007319,0.01864753,0.9557657,0.0002421249,0.0004485043,0.0005505503,0.007626501,0.01015301,0.0005623826,0.001211078,0.002641956,0.000143374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990188,0.0000622438,0.0001436725,0.00007798408,0.00000526781,0.00007706253,0.0002814286,0.000002277668,0.0003311675],"genre_scores_gemma":[0.9987512,0.00004126961,0.0004388317,0.00009765168,0.000005991477,0.0001881623,0.0002809772,0.000001514959,0.0001944851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009021174,"threshold_uncertainty_score":0.03705525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07115118766882485,"score_gpt":0.398998466693662,"score_spread":0.3278472790248371,"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."}}