{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06910512,0.0007011546,0.002341622,0.001969662,0.003662139,0.006095991,0.00501242,0.05067851,0.005041559],"category_scores_gemma":[0.3044601,0.00100123,0.001530975,0.001683643,0.01043226,0.01035026,0.003967716,0.05189152,0.00362123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006390515,"about_ca_system_score_gemma":0.008608753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006958261,"about_ca_topic_score_gemma":0.01072317,"domain_scores_codex":[0.952006,0.02529406,0.007189319,0.003849857,0.009872933,0.001787843],"domain_scores_gemma":[0.7988093,0.1431955,0.009861593,0.007714042,0.02921862,0.01120088],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004440647,0.0001553208,0.01391826,0.0003814921,0.0003119583,0.005212897,0.001126701,0.0003562316,0.0003767169,0.02314921,0.8876352,0.0669319],"study_design_scores_gemma":[0.001006308,0.0002213483,0.008674895,0.003565356,0.0004615615,0.009324848,0.00404973,0.003129317,0.0009135319,0.2323282,0.7358572,0.0004676837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000524935,0.001115483,0.0002301939,0.9911006,0.006198441,0.000005680503,0.00001809788,0.00001124966,0.000795449],"genre_scores_gemma":[0.0108962,0.001297343,0.001360596,0.9453026,0.040497,0.00002158023,0.00002889808,0.00001892012,0.0005768772],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9308949,"threshold_uncertainty_score":0.3654672,"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."}}