{"id":"W2021693760","doi":"10.1038/ncpneph1034","title":"Overstated conclusions and overstretched diagnosis?","year":2009,"lang":"en","type":"letter","venue":"Nature Clinical Practice Nephrology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Northern College; NOSM University","funders":"","keywords":"Medicine; Forensic engineering; Engineering","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","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002195443,0.0006873859,0.00247444,0.0002476481,0.0001838658,0.00007040181,0.0003080008,0.01087133,0.0004170247],"category_scores_gemma":[0.02701562,0.0006000733,0.001095491,0.0003142743,0.0007663499,0.0002866735,0.0002824236,0.02208881,0.0001790752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127032,"about_ca_system_score_gemma":0.0005000199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004711192,"about_ca_topic_score_gemma":0.00006016885,"domain_scores_codex":[0.9938271,0.001701464,0.001211914,0.001467133,0.0009234921,0.0008688658],"domain_scores_gemma":[0.9847073,0.01212895,0.0008285876,0.001379221,0.0005590262,0.0003969326],"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":[0.000725331,0.0003340999,0.0002729637,0.0001000295,0.002065429,0.006745344,0.00003808536,3.121185e-7,0.000002029263,0.0000393343,0.8932344,0.09644259],"study_design_scores_gemma":[0.004506512,0.002036693,0.01306484,0.0001342989,0.004992688,0.0009848181,0.00004473022,0.00001288962,0.000005215246,0.0005357014,0.9731745,0.0005070754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005307149,0.0200715,0.00001985632,0.9623431,0.002071384,0.001464272,0.0000823134,0.0002380233,0.008402389],"genre_scores_gemma":[0.005462638,0.01252081,0.002674439,0.9626015,0.01493966,0.00006747742,0.0007910301,0.000113287,0.0008291028],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09593552,"threshold_uncertainty_score":0.9996451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410878227757831,"score_gpt":0.3774615477322456,"score_spread":0.3533527654546673,"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."}}