{"id":"W1973503524","doi":"10.1007/bf03022246","title":"Management of hemostasis in the perioperative period: the anesthesiologist’s perspective","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Hemostasis; Perioperative; Perspective (graphical); Period (music); Medicine; Anesthesia; Intensive care medicine; Surgery; Computer science; Art","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":[0.00347291,0.0006958101,0.00157153,0.001788692,0.00135823,0.003830261,0.001621816,0.008045562,0.006049182],"category_scores_gemma":[0.01113011,0.0003143822,0.0008936606,0.001028589,0.002679836,0.004226902,0.001282635,0.0105767,0.0008829744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002405067,"about_ca_system_score_gemma":0.004402031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004443808,"about_ca_topic_score_gemma":0.01349145,"domain_scores_codex":[0.998503,0.0004634261,0.0002453923,0.0001484819,0.0004537489,0.0001859851],"domain_scores_gemma":[0.992017,0.002730394,0.0007789538,0.0001101761,0.002341159,0.002022268],"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":[0.001043132,0.001449376,0.02599441,0.006489874,0.0008363158,0.02877253,0.0016255,0.002826978,0.002386346,0.06680167,0.3266416,0.5351322],"study_design_scores_gemma":[0.0008420205,0.003280695,0.0406482,0.01330289,0.000863625,0.0549488,0.00863983,0.002983144,0.001249442,0.0669262,0.8059455,0.0003696129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007571418,0.2597484,0.001967059,0.6939386,0.01805709,0.00002631578,0.00009236674,0.00002246808,0.01857637],"genre_scores_gemma":[0.1299566,0.548276,0.004425596,0.1357528,0.1776043,0.00005779301,0.00009772694,0.00002031574,0.00380899],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008045562,"threshold_uncertainty_score":0.02023655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293617171439182,"score_gpt":0.2438075692769052,"score_spread":0.2308713975625134,"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."}}