{"id":"W2535514752","doi":"10.1182/blood.v104.11.3637.3637","title":"Platelet Transfusions in a Medical- Surgical Intensive Care Unit.","year":2004,"lang":"en","type":"article","venue":"Blood","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care unit; Platelet transfusion; Prospective cohort study; Surgery; Platelet; 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":[0.001840334,0.0002240059,0.000371641,0.0007024583,0.0005874733,0.0007922118,0.0003110025,0.0004335596,0.001118506],"category_scores_gemma":[0.01256279,0.0002423983,0.0003429841,0.00093252,0.0003461665,0.0004579404,0.0004756656,0.0006268641,0.0001331366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007035187,"about_ca_system_score_gemma":0.0005793502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570545,"about_ca_topic_score_gemma":0.002170332,"domain_scores_codex":[0.9972125,0.0008644985,0.0005865051,0.0003869544,0.0007615706,0.0001880693],"domain_scores_gemma":[0.9852504,0.003326677,0.00942231,0.0003510001,0.0008377235,0.0008119382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002221769,0.00003061008,0.997074,0.00004674635,0.00003839046,0.0002153074,0.00009048242,0.00002490244,0.0001011077,0.00001188355,0.0001237134,0.002020643],"study_design_scores_gemma":[0.00002601012,0.0003932644,0.997048,0.00006184095,0.0000488413,0.001613786,0.0002124736,0.0001913013,0.0001444338,0.00002643065,0.000227935,0.000005702918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985319,0.0008829825,0.00005991085,0.00008485653,0.00001366294,0.00002223763,0.0001418679,0.000003109769,0.0002593902],"genre_scores_gemma":[0.9994544,0.0001910041,0.0000973057,0.00007190016,0.00002367568,0.00001215238,0.0001131863,9.078896e-7,0.00003533652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001840334,"threshold_uncertainty_score":0.009732783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753232709528391,"score_gpt":0.2802721126326324,"score_spread":0.2627397855373485,"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."}}