{"id":"W6986373227","doi":"","title":"Paljon puhuttu erityisherkkyys — mitä lääkärin tulee tietää ilmiöstä?","year":2025,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Civil servants; Quarter (Canadian coin); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004111886,0.0003671985,0.0009601539,0.001023728,0.002540814,0.008116371,0.001049898,0.002542396,0.1108581],"category_scores_gemma":[0.02325478,0.0002932822,0.0008242881,0.001215526,0.002023417,0.009504311,0.00301284,0.004006144,0.02968294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002625887,"about_ca_system_score_gemma":0.007389025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005061354,"about_ca_topic_score_gemma":0.01006926,"domain_scores_codex":[0.9968454,0.00127444,0.0002656465,0.0004479885,0.0007433263,0.0004232447],"domain_scores_gemma":[0.9928543,0.003008908,0.0008341417,0.0004026752,0.001587543,0.001312423],"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":[0.0005121023,0.0002537206,0.005836694,0.005795811,0.0001300553,0.001283664,0.009477754,0.00006008231,0.001361842,0.03052628,0.5108534,0.4339086],"study_design_scores_gemma":[0.00003413453,0.0000681509,0.002589702,0.003819038,0.00006931846,0.0007363913,0.006056613,0.00003958757,0.0004164549,0.007331229,0.9788028,0.00003663257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02363672,0.2172495,0.004895905,0.3703135,0.03040939,0.0003920678,0.002158853,0.0006597686,0.3502842],"genre_scores_gemma":[0.1994192,0.2183921,0.01164691,0.131917,0.0136501,0.0009362841,0.002827996,0.000910257,0.4203002],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1108581,"threshold_uncertainty_score":0.3708571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171216847609456,"score_gpt":0.2189872794309351,"score_spread":0.2072751109548405,"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."}}