{"id":"W3014004858","doi":"10.14740/jmc3428","title":"Myelomatous Pleural Effusion: A Rare Involvement in Myeloma","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pleural effusion; Multiple myeloma; Incidence (geometry); Pleural fluid; Effusion; Chest pain; Internal medicine; Radiology; Pathology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001663792,0.0007321921,0.0006515901,0.001211753,0.0009249626,0.001075857,0.0005392779,0.001636841,0.002495457],"category_scores_gemma":[0.001558396,0.0003575723,0.0003390068,0.001221278,0.0005322077,0.0009393472,0.0006679482,0.0007311305,0.0009274189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986826,"about_ca_system_score_gemma":0.0003204492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003770032,"about_ca_topic_score_gemma":0.0004094369,"domain_scores_codex":[0.9996835,0.00004733189,0.00004335481,0.00006574942,0.00006461306,0.00009542512],"domain_scores_gemma":[0.9990282,0.0002377903,0.0003690689,0.00008415179,0.00007574552,0.0002050353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002880032,0.0001030847,0.2541834,0.000793519,0.00008842392,0.6838479,0.0004705087,0.0002353707,0.01149361,0.001055266,0.003277485,0.04416341],"study_design_scores_gemma":[0.00001027364,0.00005994592,0.03519276,0.00006214069,0.0000392601,0.9596843,0.0001801011,0.0001742049,0.001115557,0.0003280686,0.003142768,0.00001069735],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864196,0.0932042,0.004572262,0.001214393,0.0003259735,0.00009245608,0.0006096979,0.0004195427,0.01314189],"genre_scores_gemma":[0.9903129,0.007536109,0.0005589488,0.0001924297,0.0005201485,0.0000112975,0.0001785743,0.00001681692,0.0006727508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002495457,"threshold_uncertainty_score":0.008348167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0668239661220422,"score_gpt":0.3463735804786673,"score_spread":0.2795496143566252,"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."}}