{"id":"W4402928970","doi":"10.1177/10806032241282963","title":"Emergency Medical Care Provided by North Shore Rescue Advanced Medical Providers","year":2024,"lang":"en","type":"article","venue":"Wilderness and Environmental Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Triage; Demographics; Medicine; Medical emergency; Medical care; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001869351,0.0004070021,0.0005919387,0.0001033583,0.0001645777,0.00000884347,0.0001613122,0.0002342578,0.004038146],"category_scores_gemma":[0.0002294351,0.0002800302,0.0001146794,0.0001950625,0.0005733539,0.0001462999,0.0001504943,0.0005401555,0.00003398368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201484,"about_ca_system_score_gemma":0.000104501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002548191,"about_ca_topic_score_gemma":0.0003923599,"domain_scores_codex":[0.9964488,0.00004448861,0.0006028258,0.0007549254,0.001654783,0.0004941675],"domain_scores_gemma":[0.9987751,0.00006452683,0.00003673479,0.0002920305,0.00001569046,0.0008158903],"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":[0.00028065,0.0002617728,0.1229431,0.002451694,0.00044574,0.001399379,0.01292695,0.000002704904,0.001512796,0.0001143228,0.06864001,0.7890209],"study_design_scores_gemma":[0.0110377,0.004418679,0.2678755,0.006532126,0.001417811,0.001214161,0.07588743,0.002670622,0.0006332216,0.0001798383,0.6261805,0.001952384],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8527534,0.1198662,0.0002248107,0.0221523,0.001623981,0.0007498826,0.00006793881,0.0002357354,0.002325814],"genre_scores_gemma":[0.9679756,0.02899593,0.00002788913,0.0006339511,0.00066885,0.0001255836,0.0005084939,0.00006429286,0.0009994684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7870685,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007245440261594762,"score_gpt":0.2598213762954056,"score_spread":0.2525759360338109,"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."}}