{"id":"W2004959870","doi":"10.1093/annonc/mdi818","title":"ESMO Minimum Clinical Recommendations for diagnosis, treatment and follow-up of multiple myeloma","year":2005,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Multiple myeloma; Oncology; Internal medicine","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":[0.03440822,0.00139955,0.002710131,0.005645657,0.003645793,0.003596022,0.006028502,0.02183913,0.00748152],"category_scores_gemma":[0.07342795,0.001536368,0.005210807,0.003100808,0.001784712,0.002067219,0.003918046,0.01487085,0.004850749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003489344,"about_ca_system_score_gemma":0.02493247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02373244,"about_ca_topic_score_gemma":0.0466795,"domain_scores_codex":[0.9648221,0.01076683,0.009704576,0.0008289921,0.01171802,0.002159469],"domain_scores_gemma":[0.8737918,0.02617573,0.01131248,0.003539881,0.07527047,0.009909773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005454734,0.0006215871,0.01166851,0.001617288,0.0002607133,0.001029275,0.0005749969,0.001396985,0.002257781,0.004870339,0.8226784,0.1524788],"study_design_scores_gemma":[0.00051506,0.0005571204,0.06902581,0.01059682,0.0007743522,0.002808459,0.001095816,0.002388227,0.002708442,0.007912004,0.9014221,0.0001957108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01367439,0.04348171,0.04788946,0.7184624,0.03690749,0.002742768,0.008549295,0.001682385,0.1266101],"genre_scores_gemma":[0.09601338,0.03916801,0.4643864,0.2743621,0.0267744,0.008787311,0.01868561,0.001140201,0.07068261],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03440822,"threshold_uncertainty_score":0.1819703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2574790015634335,"score_gpt":0.4988641872042931,"score_spread":0.2413851856408596,"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."}}