{"id":"W2559685064","doi":"10.1182/blood.v126.23.3034.3034","title":"Analysis of Final Data from the Multinational, Non-Interventional, Observational Emmos Study (NCT01241396) in Patients (Pts) with Multiple Myeloma (MM) in Real-World Clinical Practice","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Internal medicine; Clinical trial; Family medicine; Surgery","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":[0.008276458,0.0004404251,0.0008302871,0.001385645,0.000409076,0.0009492343,0.0007498676,0.0005604124,0.003788633],"category_scores_gemma":[0.01845656,0.000341316,0.0008801746,0.003242514,0.0004328388,0.0008001053,0.0012624,0.0006292301,0.000572105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006633903,"about_ca_system_score_gemma":0.001251206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003057867,"about_ca_topic_score_gemma":0.003890278,"domain_scores_codex":[0.9932055,0.003491096,0.001151592,0.0008032463,0.001018796,0.0003297705],"domain_scores_gemma":[0.9851481,0.004300461,0.007353135,0.001495943,0.001149458,0.0005529118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008072771,0.0004575358,0.9793875,0.0004470655,0.0009799199,0.0001585693,0.0003323361,0.0005708329,0.0004067303,0.0002569199,0.00280511,0.00612471],"study_design_scores_gemma":[0.001655915,0.001914975,0.9883852,0.00009519593,0.0005005026,0.0002215416,0.0003894912,0.001328326,0.0002857683,0.0001852333,0.005018337,0.00001942104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562886,0.0003417534,0.001263589,0.0001332502,0.00001805435,0.001208398,0.0390811,0.00003137277,0.001633896],"genre_scores_gemma":[0.9436761,0.0001642662,0.002309212,0.0002840866,0.00004305084,0.004915874,0.04784205,0.00001891637,0.0007465681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008276458,"threshold_uncertainty_score":0.04377061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2682336207125209,"score_gpt":0.4490355469754557,"score_spread":0.1808019262629347,"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."}}