{"id":"W4386074452","doi":"10.1097/01.hs9.0000970600.40043.b8","title":"P924: TREATMENT PATTERNS OF TRIPLE-CLASS REFRACTORY (TCR) MULTIPLE MYELOMA (MM) ACROSS THE UNITED STATES (US), CANADA, AND WESTERN EUROPE: A REAL-WORLD OBSERVATIONAL CHART REVIEW STUDY","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Refractory (planetary science); Multiple myeloma; Pediatrics","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":[0.001109218,0.0002492522,0.0004279836,0.002799796,0.0009266784,0.001319075,0.0007273653,0.0003721047,0.001432945],"category_scores_gemma":[0.00521995,0.0002650379,0.0004504489,0.00835843,0.0005072666,0.0006286525,0.0007690327,0.000416006,0.0001757273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004732848,"about_ca_system_score_gemma":0.006473096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3993098,"about_ca_topic_score_gemma":0.4337886,"domain_scores_codex":[0.9981229,0.000295789,0.0004043851,0.0004303954,0.000501696,0.0002448172],"domain_scores_gemma":[0.9886531,0.001245176,0.006736516,0.000322458,0.002211803,0.0008308897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005216998,0.00001542942,0.996849,0.00008095695,0.00004983771,0.0001211694,0.0002788611,0.00002639108,0.00005166614,0.00002227909,0.0009694366,0.001482826],"study_design_scores_gemma":[0.000008773924,0.00002768047,0.9973,0.00008022169,0.0000406998,0.0003229369,0.0009574548,0.0001145588,0.00005716299,0.000007490727,0.001074604,0.000008445907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806059,0.00239361,0.0001403602,0.0002526565,0.00001317456,0.0001963701,0.01490042,0.0000181723,0.001479227],"genre_scores_gemma":[0.9941574,0.001041652,0.0001942871,0.0001298276,0.00001157947,0.00007773156,0.004216415,0.000006003637,0.0001650585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6006902,"threshold_uncertainty_score":0.7939711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0849770091517209,"score_gpt":0.3553121667617929,"score_spread":0.270335157610072,"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."}}