{"id":"W4234402504","doi":"10.1111/j.1537-2995.2007.01322.x","title":"Zero tolerance","year":2007,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sepsis; Platelet transfusion; Harm; Incidence (geometry); Intensive care medicine; Platelet; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001955833,0.0003863825,0.0005763432,0.000309437,0.00009339207,0.00001917294,0.0001562673,0.0009198594,0.001774419],"category_scores_gemma":[0.000004765259,0.000332487,0.0003480126,0.0002605485,0.00006842033,0.00004071546,0.00001725823,0.001988823,0.0004317282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005682169,"about_ca_system_score_gemma":0.00005695534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001250733,"about_ca_topic_score_gemma":0.00002408295,"domain_scores_codex":[0.9977401,0.00003256545,0.0004005448,0.000576034,0.0007495171,0.0005011692],"domain_scores_gemma":[0.9991187,0.0000374977,0.00005065046,0.0005958837,0.00007856775,0.0001187277],"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":[0.0001451535,0.0001058408,0.0000510719,0.0007782013,0.00007500184,0.001914945,0.0001222352,6.809228e-7,0.0008999449,0.00003084553,0.9747536,0.02112251],"study_design_scores_gemma":[0.002095464,0.0002197683,0.0005998082,0.0004746665,0.0004167869,0.0001044248,0.000007340914,0.00001113729,0.001161654,0.00005544757,0.9945342,0.0003192909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001843255,0.000581726,0.01143908,0.8922173,0.001273182,0.001557366,0.00001784119,0.0003938059,0.09067637],"genre_scores_gemma":[0.001375058,0.002145402,0.0008606153,0.9597487,0.002252189,0.00003250995,0.0003249973,0.0001063549,0.03315417],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06753133,"threshold_uncertainty_score":0.9999127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006426077844168,"score_gpt":0.2635171628602644,"score_spread":0.2434529020818228,"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."}}