{"id":"W2126595195","doi":"10.1177/1076029610365507","title":"Contaminants in Heparins: Are All Facts Known?","year":2010,"lang":"en","type":"letter","venue":"Clinical and Applied Thrombosis/Hemostasis","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Contamination; Chemistry; Environmental science; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00117092,0.001555687,0.005287122,0.0004743437,0.0002533132,0.00019667,0.0007403142,0.007742965,0.0007648474],"category_scores_gemma":[0.0005021238,0.001344604,0.0007977841,0.0005933698,0.001293976,0.0001769641,0.0007475769,0.01388183,0.0008536114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668862,"about_ca_system_score_gemma":0.0004326597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002758342,"about_ca_topic_score_gemma":0.0004470627,"domain_scores_codex":[0.9914957,0.0002715867,0.002786045,0.002714961,0.0008982067,0.00183348],"domain_scores_gemma":[0.9947772,0.001257396,0.0009594074,0.001930385,0.0001980927,0.0008775353],"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":[0.0004347523,0.002648357,0.1494516,0.001868555,0.002330422,0.001197829,0.0004661791,2.676183e-7,0.003681736,0.0004492661,0.7898916,0.04757943],"study_design_scores_gemma":[0.005594405,0.0004276267,0.3221699,0.0008873487,0.001279495,0.00007375775,0.0001702568,0.000009335701,0.001877924,0.0007834097,0.6652481,0.001478384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7091861,0.0003008296,0.000007008281,0.2696325,0.001564837,0.002579646,0.0002672381,0.000302369,0.01615941],"genre_scores_gemma":[0.581392,0.002627948,0.0007223548,0.4102402,0.002947781,0.000263898,0.0007086435,0.000285623,0.000811539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1727183,"threshold_uncertainty_score":0.9999244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212401783079242,"score_gpt":0.3759354643546595,"score_spread":0.2546952860467353,"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."}}