{"id":"W3024490327","doi":"","title":"[From war to priority battle; blood transfusion as a medical innovation during World War I].","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Medicine; Blood transfusion; Shock (circulatory); World War II; Scale (ratio); Intensive care medicine; Law; Surgery; Ancient history; History; Internal medicine; Political science","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":[0.001064603,0.0004782553,0.0002628443,0.002390382,0.002900027,0.004125373,0.0007557289,0.003921406,0.01304235],"category_scores_gemma":[0.003191421,0.0001954448,0.0003085592,0.003257962,0.003622854,0.004431673,0.002009684,0.003500448,0.003986842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002897023,"about_ca_system_score_gemma":0.004044926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112397,"about_ca_topic_score_gemma":0.02632809,"domain_scores_codex":[0.9991671,0.0003137182,0.00006813037,0.00008637393,0.000263387,0.0001013929],"domain_scores_gemma":[0.9990409,0.0005199964,0.0001273567,0.00004035412,0.0001565975,0.0001147403],"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":[0.000019765,0.00001173292,0.0002011661,0.0005585006,0.000006184267,0.0002224815,0.003191586,0.00002217334,0.00008350464,0.1301958,0.7931498,0.07233725],"study_design_scores_gemma":[0.000003825168,0.000007690676,0.0004330581,0.0003605634,0.000002198215,0.000213227,0.0005606057,0.0000111077,0.00003318032,0.004527175,0.9938425,0.000004910517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002131641,0.430231,0.001086803,0.1778131,0.06896042,0.00008842258,0.0005324588,0.0001380481,0.319018],"genre_scores_gemma":[0.0503066,0.3641844,0.002259112,0.1586318,0.03844913,0.0002499419,0.0007938396,0.0002271488,0.384898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01304235,"threshold_uncertainty_score":0.04363102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04164611219547811,"score_gpt":0.2435708746538263,"score_spread":0.2019247624583481,"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."}}