{"id":"W1969606991","doi":"10.7326/0003-4819-140-7-200404060-00031","title":"Suboptimal Monitoring and Dosing of Unfractionated Heparin","year":2004,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Phoenix; Dosing; Center (category theory); Medical emergency; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004322477,0.0003033437,0.0007265322,0.0008324863,0.000440333,0.002273713,0.0005025506,0.002013707,0.01158942],"category_scores_gemma":[0.04063986,0.0001749512,0.0005963234,0.0009889331,0.0005464436,0.001130924,0.0005037385,0.001505183,0.00409101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113059,"about_ca_system_score_gemma":0.001780357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002346004,"about_ca_topic_score_gemma":0.003601426,"domain_scores_codex":[0.9940938,0.002161524,0.001001052,0.0003140027,0.002062454,0.0003672313],"domain_scores_gemma":[0.9882067,0.005220988,0.002713621,0.0005585169,0.002787669,0.000512482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001296712,0.0001586423,0.02412979,0.001758164,0.0002230938,0.003275073,0.0002307314,0.000460038,0.001120094,0.004585401,0.351316,0.6114463],"study_design_scores_gemma":[0.0008873452,0.001122806,0.05402194,0.006418767,0.0007845496,0.01948875,0.001134533,0.0016349,0.005773258,0.0154215,0.8932287,0.00008294026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05908861,0.3829867,0.01125565,0.3254043,0.01995093,0.0003409475,0.0009834842,0.0004224534,0.199567],"genre_scores_gemma":[0.5323647,0.2496165,0.009437024,0.1142147,0.03693094,0.0004217367,0.001893004,0.0002975689,0.05482389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01158942,"threshold_uncertainty_score":0.03877044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08784740171022624,"score_gpt":0.3837360038171759,"score_spread":0.2958886021069496,"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."}}