{"id":"W2514312998","doi":"10.1097/pcc.0000000000000879","title":"Platelet Transfusions in Pediatric Intensive Care*","year":2016,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Odds ratio; Internal medicine; Platelet transfusion; Univariate analysis; Platelet; Multivariate analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002165365,0.000335693,0.0006816862,0.0007588088,0.0000893543,0.000007561351,0.000169331,0.0002071888,0.001154779],"category_scores_gemma":[0.002090729,0.000208076,0.0001617021,0.0009373696,0.0002218687,0.00008750646,0.00006440072,0.0004200478,0.0001403152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663489,"about_ca_system_score_gemma":0.000157324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001430447,"about_ca_topic_score_gemma":0.0001438078,"domain_scores_codex":[0.997179,0.00007890446,0.0006746982,0.0006538881,0.0007459883,0.0006675185],"domain_scores_gemma":[0.9973314,0.0006687831,0.00003582719,0.0004519358,0.0009317393,0.0005802837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001565039,0.00081865,0.7104439,0.008662537,0.00008128297,0.006472147,0.03363354,0.000001401771,0.001469255,0.009744993,0.04736546,0.1797418],"study_design_scores_gemma":[0.06721918,0.008764609,0.7327503,0.001223179,0.007440948,0.0005846993,0.1060715,0.00001595664,0.001179035,0.001174907,0.07133044,0.002245225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8508924,0.02306097,0.002983172,0.09260678,0.002450779,0.001876125,0.00006481841,0.0004009277,0.025664],"genre_scores_gemma":[0.9858162,0.007656706,0.0001848682,0.003733478,0.002261275,0.00007835087,0.00002561208,0.00004827993,0.0001951714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1774966,"threshold_uncertainty_score":0.9997583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049639888527192,"score_gpt":0.3108130959611761,"score_spread":0.2903166970759042,"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."}}