{"id":"W4248399997","doi":"10.1093/ndt/gfn199","title":"Clinical research of kidney diseases II: problems of study design","year":2008,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Kidney; Kidney disease; Research design; Intensive care medicine; Internal medicine","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8120961,0.003030557,0.009701588,0.0129331,0.004685762,0.009675181,0.008942273,0.007556515,0.006042517],"category_scores_gemma":[0.8646567,0.003282219,0.005003111,0.01641877,0.02802973,0.007432287,0.009499167,0.0100962,0.003411009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01230623,"about_ca_system_score_gemma":0.01316372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004851065,"about_ca_topic_score_gemma":0.004977816,"domain_scores_codex":[0.07313153,0.8373258,0.04605568,0.01214577,0.0304092,0.0009319696],"domain_scores_gemma":[0.05808539,0.8498681,0.01802737,0.04831347,0.02371317,0.001992617],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006234345,0.0006235621,0.02589649,0.03007342,0.006841188,0.001197691,0.007539941,0.003724456,0.0009245721,0.2709163,0.1695869,0.4764411],"study_design_scores_gemma":[0.006720175,0.002756589,0.04844104,0.04228491,0.004120457,0.003335207,0.00384149,0.02962521,0.002128052,0.5892834,0.2664576,0.001005877],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01544601,0.1188868,0.5406248,0.1578928,0.09279305,0.04526667,0.00392929,0.001746108,0.02341456],"genre_scores_gemma":[0.1866025,0.02504432,0.4972388,0.08858526,0.03971055,0.1533308,0.001407797,0.001389599,0.006690462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1879039,"threshold_uncertainty_score":0.231719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1826030635471824,"score_gpt":0.4428731668968227,"score_spread":0.2602701033496403,"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."}}