{"id":"W4406414832","doi":"10.1016/s1241-8234(24)48646-x","title":"10.1016/s1241-8234(24)48646-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00107158,0.003205669,0.001749906,0.003094642,0.00243303,0.003378709,0.003387719,0.005945822,0.9897531],"category_scores_gemma":[0.001842253,0.0009482016,0.001596475,0.002266318,0.001659561,0.005052939,0.003788654,0.002879339,0.9924088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106014,"about_ca_system_score_gemma":0.001212709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003794145,"about_ca_topic_score_gemma":0.003272057,"domain_scores_codex":[0.9992905,0.00005425901,0.00006931816,0.0002160417,0.0002103341,0.0001595163],"domain_scores_gemma":[0.9975742,0.0005834089,0.0001749742,0.0002465297,0.0004576625,0.0009633884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003964845,0.0003215773,0.0008956784,0.0006856553,0.00003584428,0.0002985479,0.00009373625,0.0003619458,0.00150241,0.004185508,0.3445198,0.6467029],"study_design_scores_gemma":[0.00007432122,0.0001516174,0.001018275,0.0003705618,0.00001447358,0.0005480022,0.0001068288,0.0001792173,0.0003579765,0.0006667317,0.9964865,0.00002553187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004018705,0.0005356907,0.0004562262,0.0003524528,0.0002851141,0.0001011071,0.0005799223,0.0007440674,0.9965435],"genre_scores_gemma":[0.0005503612,0.0002611124,0.0003532607,0.0002424442,0.0001027063,0.00006483438,0.0004080427,0.0001354701,0.9978817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01024687,"threshold_uncertainty_score":0.01461583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106953633875509,"score_gpt":0.2102448053617645,"score_spread":0.1995494419742136,"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."}}