{"id":"W4407810888","doi":"10.1007/978-3-031-70973-9_54","title":"Anticoagulation","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Blood Coagulation and Thrombosis Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"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":[0.0003804171,0.0008086983,0.000617514,0.001143033,0.0006600513,0.001843393,0.0007188476,0.001470099,0.2243661],"category_scores_gemma":[0.001298673,0.0002610213,0.0004724701,0.0006868555,0.0003941513,0.0009749649,0.0009034438,0.002205627,0.1534838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005659593,"about_ca_system_score_gemma":0.0007296775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008526618,"about_ca_topic_score_gemma":0.001800788,"domain_scores_codex":[0.9997153,0.00004225783,0.00001309743,0.00004615708,0.0001573908,0.00002575254],"domain_scores_gemma":[0.9997838,0.00005993924,0.00001485329,0.00003551191,0.00006783817,0.00003798197],"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":[0.00005245882,0.00007135093,0.00009374047,0.0001918716,0.00001274648,0.0003421306,0.00005960497,0.0001170309,0.001270396,0.01927012,0.569684,0.4088345],"study_design_scores_gemma":[0.000009533191,0.00001720779,0.0001176511,0.0001066487,0.000005009344,0.0009006971,0.000008918996,0.00005098141,0.0002240309,0.003879282,0.9946765,0.000003657394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005684404,0.02743002,0.005576297,0.004641633,0.003764376,0.00008709022,0.0003212405,0.0005715737,0.9570394],"genre_scores_gemma":[0.002217947,0.008847593,0.001753738,0.002550686,0.001166798,0.00004516547,0.0002093306,0.00008303218,0.9831256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2243661,"threshold_uncertainty_score":0.7505794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250739267769931,"score_gpt":0.2884458010867875,"score_spread":0.2459384084090882,"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."}}