{"id":"W4405758757","doi":"10.35509/01239015.989","title":"From hope to reality: the road to cure from multiple myeloma centers of excellence","year":2023,"lang":"en","type":"article","venue":"Revista Colombiana de Cancerología","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":[0.02249975,0.001177853,0.001981462,0.00188484,0.008495552,0.02041585,0.004553217,0.01775686,0.03930977],"category_scores_gemma":[0.04461802,0.0006232742,0.001419911,0.001838336,0.01121818,0.01983801,0.0282042,0.03691803,0.01054906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01587657,"about_ca_system_score_gemma":0.04055092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005357436,"about_ca_topic_score_gemma":0.01327719,"domain_scores_codex":[0.9798416,0.008558853,0.0009076198,0.001563711,0.005743613,0.003384633],"domain_scores_gemma":[0.9350684,0.008847333,0.002041221,0.001870002,0.01011869,0.04205439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008351639,0.0001138517,0.0005558991,0.0004138706,0.00004725944,0.0002594218,0.0008870129,0.000156004,0.000147899,0.07764699,0.8348081,0.08488028],"study_design_scores_gemma":[0.00007283984,0.00009684487,0.0005527234,0.001818436,0.00002321747,0.0003103398,0.001446109,0.0002136629,0.000125626,0.09083986,0.9044411,0.00005921069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0006137185,0.03394314,0.002114764,0.9324355,0.01432296,0.0000350533,0.0001036092,0.0001920514,0.01623921],"genre_scores_gemma":[0.06311786,0.08939125,0.02027083,0.7659453,0.0331226,0.000293564,0.0007204782,0.0006023772,0.02653583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03930977,"threshold_uncertainty_score":0.1315043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0409098117500547,"score_gpt":0.3316489652832195,"score_spread":0.2907391535331648,"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."}}