{"id":"W2275078944","doi":"10.1111/vec.12451","title":"Transfusion practice in dogs and cats: an Internet‐based survey","year":2016,"lang":"en","type":"article","venue":"Journal of Veterinary Emergency and Critical Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Blood typing; Blood transfusion; Emergency medicine; Anesthesia; 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":[0.0008557722,0.00009483826,0.0001823619,0.0006519489,0.000209359,0.0004829445,0.0002047906,0.0004485197,0.001618318],"category_scores_gemma":[0.002612025,0.000159408,0.0001531719,0.0007595714,0.0002298422,0.000718257,0.0004094373,0.0002973398,0.0003002978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003992116,"about_ca_system_score_gemma":0.0002644589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004724915,"about_ca_topic_score_gemma":0.005856362,"domain_scores_codex":[0.9993455,0.0002308733,0.0001083503,0.00008949568,0.0001429114,0.00008275695],"domain_scores_gemma":[0.9974282,0.0004323809,0.001473044,0.00005892901,0.0002154605,0.0003919102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002556938,0.00006401371,0.9982315,0.00001371221,0.000008917253,0.00004031834,0.0003292855,0.00001573472,0.0001094676,0.000005912212,0.0001150039,0.001040668],"study_design_scores_gemma":[0.000003566756,0.0001258941,0.9984713,0.00001076158,0.000004066936,0.0001483234,0.0008924493,0.0001354541,0.0000268144,0.000003419475,0.0001762516,0.000001687276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994243,0.00005397302,0.00002570641,0.00007090115,0.000001184879,0.00001116998,0.0001907088,0.000001799102,0.0002202392],"genre_scores_gemma":[0.9994538,0.00007774858,0.00006844824,0.00007093664,0.000002657284,0.00001312692,0.0002115878,6.945464e-7,0.0001010157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004724915,"threshold_uncertainty_score":0.009394825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05189164691893957,"score_gpt":0.3754719168459653,"score_spread":0.3235802699270258,"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."}}