{"id":"W2276018525","doi":"10.1093/ije/dyw014","title":"Commentary: Accepting what we don’t know will lead to progress","year":2016,"lang":"en","type":"letter","venue":"International Journal of Epidemiology","topic":"Sodium Intake and Health","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Lead (geology); Intensive care medicine; Medicine; Psychology; Biology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002921357,0.0004119841,0.001258701,0.0007697138,0.00009697878,0.00009778294,0.001674542,0.0008158143,0.0008178286],"category_scores_gemma":[0.001695872,0.0003094281,0.0005024674,0.00008376877,0.0002406729,0.0008375196,0.0002176027,0.002522586,0.0001931577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030651,"about_ca_system_score_gemma":0.0001053965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012396,"about_ca_topic_score_gemma":0.00003536853,"domain_scores_codex":[0.9945816,0.001359765,0.002137674,0.0004570138,0.0005953417,0.0008685387],"domain_scores_gemma":[0.9914635,0.004678522,0.00243569,0.000335649,0.0008741018,0.0002125199],"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":[0.000346525,0.00002711153,0.006475728,0.00003436467,0.0002702833,0.0002805733,0.0002276359,0.000003708721,0.00002260162,0.00004321027,0.7566232,0.235645],"study_design_scores_gemma":[0.0007328516,0.0006289679,0.000534938,0.002575134,0.00006985808,0.0008247288,0.0001173305,0.00001078464,0.00006719197,0.005220619,0.9889249,0.0002926998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001348514,0.006069575,0.0006286088,0.9629986,0.02843555,0.0002438929,0.00005612057,0.00002976928,0.0001893894],"genre_scores_gemma":[0.001342217,0.002667102,0.004299712,0.9358773,0.05529737,0.00001533162,0.00009737862,0.00007428146,0.0003292952],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2353524,"threshold_uncertainty_score":0.9999358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0773144540845517,"score_gpt":0.4125973971169225,"score_spread":0.3352829430323708,"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."}}