{"id":"W4405829110","doi":"10.1017/s1049023x24000633","title":"Updates to Article Categories for Prehospital and Disaster Medicine","year":2024,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Disaster medicine; Medical emergency; Statement (logic); Emergency medical services; Medicine; Poison control; Suicide prevention; Political science","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":[0.04081345,0.002420093,0.004361131,0.04072539,0.004529672,0.01527493,0.005560101,0.008955631,0.2849132],"category_scores_gemma":[0.2180829,0.001845454,0.005275035,0.01837522,0.003053762,0.0128716,0.005859372,0.0100255,0.217943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01011924,"about_ca_system_score_gemma":0.02259983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007203965,"about_ca_topic_score_gemma":0.01333089,"domain_scores_codex":[0.9557928,0.009301994,0.01235147,0.001803834,0.01836263,0.00238734],"domain_scores_gemma":[0.5512859,0.06973862,0.02413289,0.0135693,0.3151962,0.02607711],"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":[0.00006427101,0.00006251099,0.0002842346,0.001350088,0.00001396223,0.00004094441,0.00007386776,0.000058865,0.0002120566,0.002481923,0.941353,0.05400431],"study_design_scores_gemma":[0.00002626333,0.00005067651,0.0009163631,0.001608174,0.00001941222,0.0001058762,0.0001182056,0.00004271791,0.0001009032,0.001695903,0.9952638,0.00005175808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001609312,0.02458053,0.01283126,0.1465844,0.5158033,0.007758635,0.03840883,0.007001906,0.2454219],"genre_scores_gemma":[0.007573478,0.04583322,0.07858015,0.1295501,0.1554992,0.01263401,0.07997952,0.008076232,0.4822741],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2849132,"threshold_uncertainty_score":0.9531298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708289384122051,"score_gpt":0.4105046676149303,"score_spread":0.3734217737737098,"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."}}