{"id":"W4318054850","doi":"10.3390/curroncol30020123","title":"Multisite Quality Improvement Initiative to Identify and Address Racial Disparities and Deficiencies in Delivering Equitable, Patient-Centered Care for Multiple Myeloma—Exploring the Differences between Academic and Community Oncology Centers","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Janssen Biotech; Celgene; AbbVie; Bristol-Myers Squibb","keywords":"Medicine; Family medicine; Quality management; Documentation; Nursing; Intervention (counseling); Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02214508,0.0004855382,0.0003762265,0.001181833,0.002518601,0.002511861,0.001631911,0.001037292,0.002424328],"category_scores_gemma":[0.02526977,0.0003373265,0.0007374883,0.001361294,0.0008983655,0.0017085,0.006090188,0.003215125,0.0002754758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003879096,"about_ca_system_score_gemma":0.02801539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01877495,"about_ca_topic_score_gemma":0.04442175,"domain_scores_codex":[0.9863312,0.007160952,0.0009359057,0.0009619696,0.002806314,0.001803625],"domain_scores_gemma":[0.9568568,0.007109758,0.008962566,0.003647695,0.007047624,0.01637556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004714752,0.009263991,0.4607379,0.0007412679,0.0003605316,0.0001492447,0.006276973,0.0006275443,0.00445917,0.004112336,0.05428806,0.4585117],"study_design_scores_gemma":[0.0008315608,0.004979003,0.8997816,0.00139088,0.0003768709,0.00024162,0.01366892,0.00503662,0.005800078,0.002391148,0.06539943,0.0001022341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8168306,0.002624409,0.02232348,0.1203389,0.001241251,0.00361972,0.003169548,0.001499589,0.02835263],"genre_scores_gemma":[0.8983327,0.001025997,0.07621636,0.01574849,0.0002347546,0.002015757,0.002195854,0.00009022201,0.004139999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02214508,"threshold_uncertainty_score":0.1171157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4163179202061643,"score_gpt":0.4900648890018861,"score_spread":0.07374696879572173,"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."}}