{"id":"W2609136251","doi":"10.15273/dmj.vol43no1.6872","title":"Clinical features and diagnosis of multiple myeloma","year":2016,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Multiple myeloma; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003261316,0.000914513,0.0008040472,0.001812641,0.001913297,0.0006037453,0.0009025692,0.001895757,0.003333547],"category_scores_gemma":[0.002583989,0.0003654666,0.000425997,0.001795318,0.0005085943,0.001050882,0.0009150648,0.001515921,0.0008056136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007124853,"about_ca_system_score_gemma":0.0008946958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005589806,"about_ca_topic_score_gemma":0.004299974,"domain_scores_codex":[0.9995859,0.00004154774,0.00005105701,0.00008737619,0.0001180017,0.0001162376],"domain_scores_gemma":[0.9993489,0.00009848916,0.00009139824,0.00002323975,0.0001158078,0.0003221522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003692577,0.0005067793,0.2996279,0.0001301245,0.00003993501,0.6745533,0.0009069876,0.0006466173,0.004000606,0.001230369,0.006553894,0.01143414],"study_design_scores_gemma":[0.00003462065,0.0003251825,0.2516534,0.0002130491,0.00004346534,0.7368231,0.0009728239,0.0009310035,0.0004101027,0.0009775907,0.007575966,0.00003966856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9072303,0.01052976,0.001659752,0.01161452,0.0004091775,0.0004429833,0.00185501,0.0001458138,0.06611273],"genre_scores_gemma":[0.9914954,0.002904102,0.0008002956,0.001524175,0.0003956051,0.00006444089,0.0006656314,0.000009148025,0.002141208],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005589806,"threshold_uncertainty_score":0.01115179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460673128051547,"score_gpt":0.3578217673436689,"score_spread":0.3232150360631534,"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."}}