{"id":"W2039706222","doi":"10.1016/s0011-8532(03)00052-1","title":"The use of diagnostic data in clinical dental practice","year":2002,"lang":"en","type":"review","venue":"Dental Clinics of North America","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Test (biology); Diagnostic test; Pre- and post-test probability; Disease; Medicine; Medical physics; Pediatrics; Pathology; Radiology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001141885,0.000443004,0.002416058,0.0001195792,0.0001171217,0.00002708848,0.001464755,0.000442756,0.00005414747],"category_scores_gemma":[0.01437558,0.00031896,0.0006648781,0.0005482136,0.0008899195,0.0003204196,0.001050344,0.001363996,0.0008672021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008417653,"about_ca_system_score_gemma":0.0002985013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003066301,"about_ca_topic_score_gemma":0.002449283,"domain_scores_codex":[0.9921948,0.002003359,0.004008225,0.0008230563,0.000511109,0.000459484],"domain_scores_gemma":[0.94795,0.04589038,0.003617493,0.002272361,0.00009817944,0.0001715565],"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":[0.0000673637,0.001452635,0.1479917,0.001375579,0.0002500415,0.001028405,0.000008566567,9.462538e-7,1.686328e-10,0.000006907966,0.001486449,0.8463314],"study_design_scores_gemma":[0.0005301561,0.000489967,0.02434526,0.001698983,0.001439836,0.0003021747,0.00003646341,0.00002291795,7.280172e-9,0.000002953069,0.9709002,0.0002310664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004452481,0.9895955,0.000009259075,0.00002145849,0.001960465,0.00116779,0.002697647,0.00001949147,0.00007588744],"genre_scores_gemma":[0.000928337,0.9958986,0.0009447539,0.000174247,0.0001572362,0.00005447738,0.001602439,0.00005542299,0.0001844831],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9694138,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3082012570141212,"score_gpt":0.5094846826511833,"score_spread":0.2012834256370621,"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."}}