{"id":"W4310098617","doi":"10.1182/blood-2022-158520","title":"Clinician and Patient Perspectives on Treatment Decision-Making in Multiple Myeloma: A Qualitative Survey","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Medicine; Qualitative research; Pomalidomide; Intensive care medicine; Lenalidomide; Family medicine; Oncology; Internal medicine; Sociology","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":[0.02342117,0.0003569848,0.0006922722,0.001600119,0.004613332,0.003449597,0.001437324,0.001833564,0.002708046],"category_scores_gemma":[0.04733647,0.0008143348,0.0005449859,0.001743386,0.004241426,0.004271338,0.005108252,0.002827914,0.0003028123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005838051,"about_ca_system_score_gemma":0.007324969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413554,"about_ca_topic_score_gemma":0.01681384,"domain_scores_codex":[0.9819613,0.01380026,0.0008101331,0.0006351316,0.001005691,0.001787431],"domain_scores_gemma":[0.9498608,0.03795132,0.003747845,0.0006545346,0.003962347,0.003823194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004114445,0.0000496231,0.0144768,0.0002456701,0.00001054813,0.0002880038,0.979468,0.00004589145,0.0002263158,0.0004371587,0.0006829971,0.004027879],"study_design_scores_gemma":[0.000006821371,0.00005768068,0.004314104,0.0002150373,0.00000426231,0.0001237313,0.9914845,0.0001146273,0.00007352643,0.0001642139,0.00342573,0.00001581791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907563,0.000592988,0.001095257,0.004709018,0.00004769321,0.0002607794,0.0003611339,0.00001179657,0.002165047],"genre_scores_gemma":[0.9954709,0.0008387401,0.0009176108,0.001511915,0.00001685444,0.0004305598,0.0001306043,0.0000125898,0.00067021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02342117,"threshold_uncertainty_score":0.1238645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07068498751265276,"score_gpt":0.3975614782808181,"score_spread":0.3268764907681654,"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."}}