{"id":"W3087097034","doi":"10.1097/aln.0000000000003560","title":"Warming Up to Cold-stored Platelets","year":2020,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Assembly of First Nations","funders":"","keywords":"Medicine; Platelet; Warming up; Internal medicine; Physiology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001369705,0.0004833859,0.001106094,0.0003323101,0.00009715545,0.0000195205,0.0003112628,0.001175222,0.0001567835],"category_scores_gemma":[0.000447014,0.0004558018,0.0002035268,0.0003138196,0.0001184839,0.0000442959,0.00007475108,0.001562022,0.001912063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001826812,"about_ca_system_score_gemma":0.0002709279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005328569,"about_ca_topic_score_gemma":0.000007672765,"domain_scores_codex":[0.9972634,0.0002173413,0.0005480112,0.0008979859,0.0003772858,0.0006959811],"domain_scores_gemma":[0.9983467,0.0004132755,0.0002103987,0.0006288866,0.0001587611,0.0002419348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002758897,0.00001633784,0.001482018,0.0003026877,0.00008264792,0.01327555,0.0009882707,0.000001755179,0.002472027,0.00001870345,0.9737366,0.007347466],"study_design_scores_gemma":[0.0008114531,0.001071709,0.008236146,0.0001676719,0.000169309,0.0007179016,0.00008529401,0.000009170768,0.001629305,0.00008881099,0.9865881,0.0004251006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3048707,0.000377074,0.00003446609,0.691437,0.001204243,0.001198398,0.0000245444,0.0003423388,0.0005111976],"genre_scores_gemma":[0.06783846,0.000050718,0.001124916,0.9236763,0.00395872,0.0001369491,0.0007417261,0.0001612775,0.002311005],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2370322,"threshold_uncertainty_score":0.9997894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04154099050925412,"score_gpt":0.285592165614152,"score_spread":0.2440511751048979,"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."}}