{"id":"W2755030421","doi":"10.1016/j.clinbiochem.2017.09.010","title":"On the path to evidence-based reporting of serum protein electrophoresis patterns in the absence of a discernible monoclonal protein – A critical review of literature and practice suggestions","year":2017,"lang":"en","type":"review","venue":"Clinical Biochemistry","topic":"Blood groups and transfusion","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; University of Toronto; Dalhousie University; Dr. Everett Chalmers Regional Hospital; Horizon Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005828586,0.0002793682,0.001779567,0.00004073587,0.00005904547,0.0000223954,0.0003873796,0.0003789105,0.00002534653],"category_scores_gemma":[0.1011323,0.0001399525,0.0005700109,0.0003047602,0.0003110186,0.00003794458,0.00007476665,0.001239921,6.815537e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000020794,"about_ca_system_score_gemma":0.0007302084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002384768,"about_ca_topic_score_gemma":0.000001504173,"domain_scores_codex":[0.9954242,0.0006280082,0.002699071,0.0005346063,0.000510105,0.0002040513],"domain_scores_gemma":[0.9911762,0.004642712,0.002425126,0.001252748,0.0003910786,0.0001121657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005217819,0.001888478,0.0006004393,0.8027026,0.0001865267,0.0003084779,0.00006915037,3.301677e-8,0.00257379,0.0002979839,0.0003038985,0.1905468],"study_design_scores_gemma":[0.0002336138,0.0008738091,0.0004966669,0.989205,0.000891221,0.0001329925,0.00001729039,0.000001944833,0.002452752,0.00005312993,0.005475883,0.00016572],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02051503,0.9675825,0.00001290747,0.008975619,0.00001813163,0.002654791,0.0001647613,0.000005048401,0.0000712433],"genre_scores_gemma":[0.08341307,0.9152591,0.0004847486,0.0003299052,0.0000928379,0.0003440278,0.00002719948,0.00001911905,0.00002998873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1903811,"threshold_uncertainty_score":0.9064392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2095609292661976,"score_gpt":0.4834905650783037,"score_spread":0.2739296358121061,"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."}}