{"id":"W4310161009","doi":"10.1182/blood-2022-167113","title":"Chromosome 1q Abnormalities Are Not an Independent Predictor of Survival in Multiple Myeloma","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Multiple myeloma; Chromosome abnormality; Internal medicine; Oncology; Medicine; Biology; Genetics; Chromosome; Karyotype; Gene","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":[0.0006643438,0.0004651654,0.000530857,0.001054905,0.0006257488,0.0009905593,0.0008774248,0.001047884,0.005479535],"category_scores_gemma":[0.006016776,0.0003052727,0.0004781341,0.001387029,0.0004662665,0.000746339,0.0005164773,0.001081497,0.0007233374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858627,"about_ca_system_score_gemma":0.0006271597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004779641,"about_ca_topic_score_gemma":0.004957501,"domain_scores_codex":[0.9995399,0.00009972564,0.00004034883,0.00008886461,0.0001319376,0.0000992592],"domain_scores_gemma":[0.996129,0.001425408,0.001366573,0.0002661849,0.0003686702,0.000444062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006958805,0.00002975387,0.9909383,0.00002492888,0.00009008837,0.0004526957,0.0000482777,0.0001718309,0.00126578,0.0000518884,0.0005969548,0.005633588],"study_design_scores_gemma":[0.00002166982,0.00014743,0.9967056,0.00001635579,0.0001396634,0.001281943,0.0001095328,0.000461437,0.0002648016,0.0002026909,0.0006417523,0.000007204496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932042,0.002363041,0.0002402801,0.0008527956,0.00006548071,0.000007982076,0.0007019701,0.00003240806,0.002531791],"genre_scores_gemma":[0.9986686,0.0002926704,0.00006692841,0.00006255231,0.00005734115,0.000003225287,0.0003636432,0.000005621285,0.0004794532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005479535,"threshold_uncertainty_score":0.01833093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03853193098052319,"score_gpt":0.281294357496739,"score_spread":0.2427624265162159,"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."}}