{"id":"W40657568","doi":"10.1155/2000/951962","title":"Blood Transfusion Requirements after Liver Biopsy","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Biopsy; Liver biopsy; Blood transfusion; Incidence (geometry); Percutaneous; Surgery; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0010351,0.0001601448,0.000625722,0.000965049,0.0005857431,0.0007076147,0.000332346,0.0004347637,0.002710434],"category_scores_gemma":[0.01294534,0.0001074098,0.0003867469,0.0008426888,0.0001894157,0.0004441822,0.0002453215,0.0009439816,0.0005721792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009891047,"about_ca_system_score_gemma":0.0006016048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003494299,"about_ca_topic_score_gemma":0.003266221,"domain_scores_codex":[0.9978622,0.0006202425,0.0004011253,0.0001338091,0.0007895794,0.0001931167],"domain_scores_gemma":[0.9906554,0.003288574,0.003456788,0.0003409837,0.001172451,0.001085823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001845171,0.0002834545,0.8103959,0.0004615654,0.0002839875,0.009578561,0.001113063,0.0005426461,0.003152794,0.0005549511,0.01018619,0.1616016],"study_design_scores_gemma":[0.00005344438,0.001752238,0.9296641,0.000566691,0.0002635353,0.042874,0.0009239964,0.001217849,0.00447174,0.0004842877,0.01766617,0.00006198095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433247,0.02732499,0.00251053,0.002949879,0.0004925617,0.00008794705,0.001044492,0.0002913627,0.02197356],"genre_scores_gemma":[0.9930179,0.003026733,0.0006739807,0.001038107,0.000195008,0.00002896059,0.0006553504,0.00002675369,0.001337215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003494299,"threshold_uncertainty_score":0.009067297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157696476301603,"score_gpt":0.2242537374109114,"score_spread":0.2126767726478953,"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."}}