{"id":"W2160891267","doi":"10.1373/clinchem.2008.121517","title":"Overinterpretation of Clinical Applicability in Molecular Diagnostic Research","year":2009,"lang":"en","type":"review","venue":"Clinical Chemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Health Technology Assessment international","keywords":"Odds ratio; Test (biology); Quartile; Diagnostic test; Odds; Medicine; Diagnostic odds ratio; Population; Clinical research; Medical physics; Psychology; Confidence interval; Internal medicine; Pediatrics; Logistic regression","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.01965154,0.0003909966,0.005485139,0.00006604767,0.00002417597,0.00002253284,0.0004881348,0.002030468,0.000256963],"category_scores_gemma":[0.1519129,0.0003255392,0.002056033,0.0006844935,0.0007166776,0.00005221947,0.0002075618,0.005426428,0.00007246844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130128,"about_ca_system_score_gemma":0.001662148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009855408,"about_ca_topic_score_gemma":0.000002442354,"domain_scores_codex":[0.9876261,0.002569835,0.007291375,0.001285248,0.0007695521,0.0004579271],"domain_scores_gemma":[0.9371939,0.05817574,0.001631753,0.001853823,0.0005653031,0.0005794381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003032522,0.002845256,0.004955487,0.02109628,0.0001901609,0.0001739031,0.00000377837,1.673782e-7,0.000002365118,0.00007057354,0.0003434675,0.9700153],"study_design_scores_gemma":[0.001858516,0.000505331,0.00130254,0.01526612,0.001000029,0.00001230142,0.00001195019,0.0000272125,0.000009527603,0.0003448212,0.979368,0.0002936944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006695102,0.9869699,0.00002889955,0.0004384466,0.0001878067,0.001654664,0.0000751289,0.00003786203,0.00391222],"genre_scores_gemma":[0.00503678,0.9930984,0.0003152476,0.0002912669,0.0007686637,0.0001083402,0.00015016,0.00004683798,0.0001842741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9790245,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4136744963278921,"score_gpt":0.654799573598059,"score_spread":0.2411250772701669,"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."}}