{"id":"W2201105998","doi":"10.1016/j.injury.2015.12.017","title":"The iTClamp in the management of prehospital haemorrhage","year":2015,"lang":"en","type":"article","venue":"Injury","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Medicine; Bandage; Surgery; Emergency 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":[0.001190094,0.0003920031,0.0007124858,0.0008598574,0.0004674993,0.001645303,0.0005866597,0.001093425,0.001561034],"category_scores_gemma":[0.004004085,0.0001304021,0.0003807995,0.0007156125,0.0007300492,0.001218067,0.0004944568,0.006158654,0.0003710537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005557206,"about_ca_system_score_gemma":0.001154813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166578,"about_ca_topic_score_gemma":0.001838228,"domain_scores_codex":[0.9995359,0.0001826525,0.00007437601,0.00003117615,0.0001134268,0.00006246684],"domain_scores_gemma":[0.9985456,0.0006698469,0.0003098769,0.00004782163,0.000156101,0.0002707952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003484839,0.0004362016,0.02548763,0.001958099,0.0002826219,0.01855033,0.0006058018,0.00243869,0.002875421,0.01212368,0.03169212,0.9000646],"study_design_scores_gemma":[0.001813078,0.01375254,0.111373,0.01541811,0.001841953,0.1692792,0.003710644,0.008079869,0.01022393,0.03526432,0.6289408,0.0003026254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1050544,0.7792192,0.01233342,0.05105283,0.01605792,0.00008515021,0.00007258722,0.000145134,0.03597939],"genre_scores_gemma":[0.5501102,0.3919578,0.01008694,0.01168901,0.02928953,0.00008493305,0.0001178432,0.00007412585,0.006589722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001645303,"threshold_uncertainty_score":0.006293893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03450957854898185,"score_gpt":0.31637184075506,"score_spread":0.2818622622060782,"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."}}