{"id":"W6904902534","doi":"10.14288/1.0167810","title":"Efficacy and safety data of subsequent entry biologics pertinent to nephrology practice: a systematic review","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nephrology; Systematic review; Kidney disease; Observational study; Randomized controlled trial; Adverse effect; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007324799,0.0001101475,0.0005656262,0.00003267195,0.000231979,0.00005403015,0.0002066817,0.00005012091,0.0001194243],"category_scores_gemma":[0.002667628,0.00007507129,0.00002729427,0.000445499,0.00005188542,0.00007670862,0.0004100434,0.00009042353,0.00001932833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231966,"about_ca_system_score_gemma":0.0002888502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009657278,"about_ca_topic_score_gemma":0.00008711832,"domain_scores_codex":[0.9988335,0.0002051175,0.0004173934,0.0002750029,0.0001339793,0.0001349808],"domain_scores_gemma":[0.9985058,0.0002387829,0.000156063,0.0006979828,0.0001997039,0.0002017206],"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":[0.001091789,0.001659835,0.00008971454,0.02498022,0.0005754119,0.00006627673,0.0004809605,0.000005412452,0.0001778371,0.0001620589,0.9705386,0.0001718619],"study_design_scores_gemma":[0.01904394,0.009605118,0.000458806,0.1077434,0.01058367,0.006252964,0.00666023,0.0003141167,0.0003361497,0.0001112427,0.8381678,0.00072253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007044487,0.1357525,0.001028027,0.3268303,0.001092263,0.05295818,0.0006216472,0.0002497469,0.4744229],"genre_scores_gemma":[0.1363381,0.2123042,0.1348489,0.07545394,0.0007030774,0.003907377,0.002218835,0.000208371,0.4340171],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2513764,"threshold_uncertainty_score":0.3193592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08358960069557923,"score_gpt":0.3865827896794109,"score_spread":0.3029931889838317,"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."}}