{"id":"W4200084669","doi":"10.1097/aln.0000000000004090","title":"Heparin-induced Thrombocytopenia: Perioperative Diagnosis and Management","year":2021,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations","funders":"","keywords":"Medicine; Heparin-induced thrombocytopenia; Heparin; Intensive care medicine; Perioperative; Platelet; Disease; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007038232,0.000982797,0.001662524,0.002503306,0.0002651502,0.0009911045,0.0009910597,0.0009043033,0.003396601],"category_scores_gemma":[0.001913272,0.0002530582,0.000885119,0.001872831,0.0003386295,0.00083366,0.0005700611,0.001757042,0.00100154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006348369,"about_ca_system_score_gemma":0.001437612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150304,"about_ca_topic_score_gemma":0.002664017,"domain_scores_codex":[0.9996753,0.00006569548,0.00007909205,0.00004052317,0.0001170313,0.00002242393],"domain_scores_gemma":[0.9991645,0.0004379004,0.0001601134,0.00001864239,0.0001737242,0.00004517377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006947223,0.00004546395,0.0002842421,0.03198192,0.0002169576,0.0001206545,0.00003544303,0.0003145607,0.0002806433,0.001148077,0.02911492,0.9363877],"study_design_scores_gemma":[0.00009685624,0.0001981698,0.003967143,0.07862501,0.001491781,0.004314962,0.0001275007,0.00036901,0.0003284128,0.004069644,0.906359,0.00005257507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004272605,0.9993418,0.00004531098,0.000176562,0.000134341,0.000003067141,0.000009662511,0.000003362715,0.0002431497],"genre_scores_gemma":[0.0003663529,0.9992265,0.00007352137,0.00009598584,0.000141427,0.000003403821,0.00001938698,5.727046e-7,0.00007278412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003396601,"threshold_uncertainty_score":0.01136273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217806327302661,"score_gpt":0.3859064690171571,"score_spread":0.264125836286891,"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."}}