{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"945e301eca9f","filters":{"venue":"Yearbook of Anesthesiology and Pain Management"}},"results":[{"id":"W2317732333","doi":"10.1016/s1073-5437(08)79135-6","title":"Perioperative Coagulation Management and Blood Conservation in Cardiac Surgery: A Canadian Survey","year":2009,"lang":"en","type":"article","venue":"Yearbook of Anesthesiology and Pain Management","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Blood conservation; Blood management; Cardiac surgery; Medicine; Perioperative; Coagulation; Intensive care medicine; Anesthesia; Surgery; Internal medicine","authors":[{"name":"G.P. Gravlee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01523917513081289,"gpt":0.224955492620374,"spread":0.2097163174895611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008818809,0.0004575741,0.0005553362,0.002083315,0.003210518,0.001150677,0.001621395,0.0009420445,0.005070012],"category_scores_gemma":[0.003786787,0.0006787032,0.000961681,0.007131669,0.0006438098,0.0007173038,0.0009050744,0.001387495,0.0004584318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02822051,"about_ca_system_score_gemma":0.05354883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9955852,"about_ca_topic_score_gemma":0.9976162,"domain_scores_codex":[0.9985712,0.00007489986,0.0001299499,0.0001285804,0.000692654,0.000402674],"domain_scores_gemma":[0.9942878,0.000288082,0.001167532,0.00007079054,0.002771846,0.001413916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006901767,0.0001299651,0.9828017,0.0001532498,0.00007806435,0.0001598772,0.001385306,0.00009547521,0.0001265294,0.0001379666,0.006219274,0.008643567],"study_design_scores_gemma":[0.00001368388,0.00004011431,0.9945105,0.00008839227,0.00003225237,0.0001373087,0.00197902,0.0001128133,0.0000226985,0.00001316012,0.003025147,0.00002479579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656372,0.00535039,0.0002652975,0.004055175,0.0001058403,0.000188259,0.01264275,0.00002761909,0.01172747],"genre_scores_gemma":[0.9774549,0.01053887,0.0006954774,0.00222585,0.0000530401,0.0000907131,0.004346943,0.00002752592,0.004566574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9955852,"threshold_uncertainty_score":0.2047551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}