{"id":"W4405039231","doi":"10.1182/blood-2024-208803","title":"Patient Preferences on Clinical Decision-Making in Myeloma: A 747-Patient Survey","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Multiple myeloma; Medicine; Clinical decision making; Family medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005421711,0.0002633001,0.0004900652,0.0009523056,0.0009105904,0.001526974,0.0003326871,0.001377686,0.004171359],"category_scores_gemma":[0.01745144,0.0003513662,0.0007005635,0.001105895,0.0006564698,0.001755288,0.001195209,0.001603817,0.0007583736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328936,"about_ca_system_score_gemma":0.0008864031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003581185,"about_ca_topic_score_gemma":0.003055368,"domain_scores_codex":[0.9957705,0.002258496,0.0004578905,0.0003042205,0.0006116405,0.0005972013],"domain_scores_gemma":[0.9840927,0.008306894,0.00388141,0.0003718668,0.001365768,0.001981394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003029029,0.0008051015,0.9700065,0.0001557371,0.0001184756,0.0002595827,0.008270542,0.0005192119,0.0002429554,0.0002593986,0.004946213,0.01411335],"study_design_scores_gemma":[0.0001839453,0.002150761,0.9427825,0.0002208938,0.00009111044,0.001229911,0.03486037,0.003792028,0.000379888,0.0005886756,0.01357422,0.0001455669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968129,0.0001311317,0.0001762876,0.0008697261,0.000008952272,0.00007817613,0.0007204338,0.000008707444,0.001193736],"genre_scores_gemma":[0.9973961,0.0002205399,0.0005003639,0.001016246,0.00001340302,0.0001474649,0.0004009475,0.000005948528,0.0002989796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005421711,"threshold_uncertainty_score":0.02867311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07321582580118782,"score_gpt":0.3994079923189591,"score_spread":0.3261921665177713,"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."}}