{"id":"W4247667009","doi":"10.1007/978-94-007-0753-5_102016","title":"Injury Assistance","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002714604,0.0007897335,0.0003724395,0.001194149,0.002165349,0.002011949,0.0009878738,0.00126657,0.4129769],"category_scores_gemma":[0.000679585,0.0002779385,0.0003564493,0.0006967467,0.0005198781,0.00180071,0.002466612,0.001664776,0.2215516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007718097,"about_ca_system_score_gemma":0.001894342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00409693,"about_ca_topic_score_gemma":0.01706873,"domain_scores_codex":[0.9997665,0.00002598223,0.000008267469,0.00003749106,0.000110145,0.00005168992],"domain_scores_gemma":[0.9998217,0.00002430725,0.000007054526,0.00002049462,0.0000803439,0.00004615997],"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":[0.00000664477,0.00003932545,0.0001199109,0.00005649364,0.000001025375,0.00008560054,0.0002376843,0.00008149052,0.0001564886,0.02047279,0.8464129,0.1323296],"study_design_scores_gemma":[6.370849e-7,0.000003294521,0.0001043871,0.00004876828,4.930444e-7,0.0000839999,0.00007798785,0.00001782646,0.00003011188,0.001140445,0.9984908,0.000001283616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002331759,0.0007779743,0.0007045287,0.0009556772,0.0007714068,0.00002501816,0.0001180931,0.0001249115,0.9962894],"genre_scores_gemma":[0.0008663722,0.0005809238,0.0002322828,0.0004096585,0.0000932832,0.000009388066,0.00008955529,0.00002798736,0.9976907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4129769,"threshold_uncertainty_score":0.8373172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459226056469062,"score_gpt":0.2768235770916681,"score_spread":0.2522313165269775,"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."}}