{"id":"W2606133563","doi":"10.1111/hdi.12563","title":"Efficacy and safety of low‐dose heparin in hemodialysis","year":2017,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Heparin; Activated clotting time; Dialysis; Low molecular weight heparin; Urology; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002682596,0.0001243924,0.0002618511,0.0001816147,0.0001409458,0.0007033391,0.0002979508,0.0002800694,0.0006256814],"category_scores_gemma":[0.009793226,0.00007624522,0.0002148535,0.0002321366,0.0003318312,0.0003156358,0.0002174679,0.0005435419,0.0001288808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000401557,"about_ca_system_score_gemma":0.0003708095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001949724,"about_ca_topic_score_gemma":0.0001476557,"domain_scores_codex":[0.9974957,0.001391637,0.0002860393,0.0001670671,0.000600199,0.00005940156],"domain_scores_gemma":[0.9921032,0.003662966,0.003018713,0.0004546046,0.0004239396,0.0003366785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008629971,0.001242262,0.7775002,0.0002821573,0.0002472854,0.0001468388,0.0001643345,0.0005405996,0.004784964,0.0001754867,0.0004098064,0.2058762],"study_design_scores_gemma":[0.0008064981,0.02511859,0.9581035,0.0001637129,0.0002309037,0.001950022,0.0001141373,0.002684921,0.00808337,0.0003796603,0.002343584,0.00002121444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965926,0.002104571,0.0005026644,0.0001341036,0.00001020605,0.00002702474,0.00005494067,0.00001586915,0.0005579261],"genre_scores_gemma":[0.9992041,0.0002505123,0.0003354998,0.00005140455,0.0000238505,0.000008837284,0.00007962261,0.000001525194,0.00004461273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002682596,"threshold_uncertainty_score":0.0141871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290829153348333,"score_gpt":0.3517444564410487,"score_spread":0.3226615411062154,"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."}}