{"id":"W2118173848","doi":"10.1053/jpsu.2001.22945","title":"Directed blood donation in pediatric general surgery: Is it worth it?","year":2001,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Donation; Deferral; Blood transfusion; Blood donor; Surgery; Retrospective cohort study; Emergency medicine; Immunology","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":[0.001458817,0.0001977836,0.0003300394,0.000375942,0.0007682581,0.0009649415,0.0004740472,0.00176613,0.001917957],"category_scores_gemma":[0.01273436,0.0001689995,0.000222118,0.0008014236,0.0008919219,0.001271914,0.0004372336,0.001800784,0.0002569207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413712,"about_ca_system_score_gemma":0.002304936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00628711,"about_ca_topic_score_gemma":0.01448855,"domain_scores_codex":[0.9987987,0.0004661559,0.0001350946,0.00007599386,0.0002825853,0.0002414407],"domain_scores_gemma":[0.9943985,0.001498265,0.002089338,0.0001088018,0.0006143544,0.001290654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002130127,0.0003286127,0.8692667,0.0002975567,0.00004155295,0.006724545,0.002616793,0.0004054614,0.0003181683,0.002387448,0.0148864,0.1025137],"study_design_scores_gemma":[0.00006342226,0.001253901,0.8753693,0.002269255,0.0001619282,0.05296176,0.03045461,0.001074084,0.001134229,0.00397852,0.03120106,0.00007777895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039698,0.02942533,0.0006333542,0.05670268,0.0007519102,0.00002201948,0.00008823675,0.00002233005,0.008384442],"genre_scores_gemma":[0.9798018,0.01626708,0.0006210243,0.002271489,0.0005607872,0.00001129046,0.00004988836,0.000007738921,0.0004089045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00628711,"threshold_uncertainty_score":0.012501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442141751146148,"score_gpt":0.2525364058166213,"score_spread":0.2181149883051598,"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."}}