{"id":"W4388541012","doi":"10.1080/10903127.2023.2281372","title":"Wilderness Paramedic—A Practice Analysis","year":2023,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Specialty; Competence (human resources); Emergency medical services; Wilderness; Medical emergency; Family medicine; Medical education; Psychology","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":[0.01474926,0.0002117399,0.0004812925,0.006538813,0.00103668,0.00136104,0.001004745,0.0006266802,0.001908275],"category_scores_gemma":[0.03600482,0.0003064221,0.0008772509,0.007598229,0.0006237729,0.001870956,0.001985669,0.0005176446,0.0003542367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004682462,"about_ca_system_score_gemma":0.006447919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01531482,"about_ca_topic_score_gemma":0.01856531,"domain_scores_codex":[0.9844078,0.007044445,0.001739383,0.001179382,0.004700047,0.0009288875],"domain_scores_gemma":[0.9409549,0.02394016,0.01025045,0.001832836,0.02138451,0.001637071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002866833,0.000566406,0.8906447,0.0005321404,0.0001322747,0.0002999279,0.02879536,0.0002882377,0.0006172731,0.0007253942,0.002128974,0.07498256],"study_design_scores_gemma":[0.00009044341,0.0014548,0.9354804,0.0005424254,0.0001070416,0.0004724361,0.05314132,0.002617579,0.0004407749,0.0002897525,0.005329804,0.00003329512],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994674,0.0002758559,0.0009947934,0.0006196079,0.000008114192,0.0005690493,0.0004547053,0.00001300509,0.002390929],"genre_scores_gemma":[0.9931716,0.0004206205,0.003286242,0.0002391171,0.00001581653,0.0008402827,0.000683567,0.00001013998,0.001332702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531482,"threshold_uncertainty_score":0.07800245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512553738896454,"score_gpt":0.3411806983564397,"score_spread":0.3260551609674751,"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."}}