{"id":"W4247569462","doi":"10.1373/clinchem.2013.218560","title":"In Reply","year":2013,"lang":"en","type":"letter","venue":"Clinical Chemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001338143,0.0003223377,0.00136215,0.00002362897,0.00002016657,0.00004261145,0.0002653488,0.002508329,0.005905563],"category_scores_gemma":[0.009943298,0.0002767342,0.0005423534,0.0001480847,0.0002222035,0.00009173924,0.0001026366,0.008521074,0.00130304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007111493,"about_ca_system_score_gemma":0.0004164633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002754823,"about_ca_topic_score_gemma":6.506766e-7,"domain_scores_codex":[0.9961113,0.0001997391,0.002002409,0.0008649823,0.0003921271,0.0004294968],"domain_scores_gemma":[0.9938328,0.003827345,0.0006001068,0.001287797,0.0002040339,0.0002478885],"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":[0.00009523885,0.000217456,0.006228367,0.0005703851,0.00008700687,0.001655899,0.000002481423,1.615816e-8,0.00003797736,0.000001781405,0.9904081,0.0006952676],"study_design_scores_gemma":[0.00204317,0.00009046463,0.0006788922,0.0002610808,0.0001836143,0.00003400997,0.000005903661,0.00002032634,0.00007375479,0.0001560823,0.9961678,0.0002848376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01831103,0.00033514,9.189822e-7,0.9641556,0.0005749357,0.0003395876,0.00002874748,0.00006347324,0.01619064],"genre_scores_gemma":[0.001139362,0.0001949251,0.0001396816,0.9137999,0.01805361,0.00004476628,0.0002209425,0.00005774788,0.06634904],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05035561,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051254449046927,"score_gpt":0.4419324077452624,"score_spread":0.3368069628405697,"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."}}