{"id":"W3156495135","doi":"10.12968/jpar.2021.13.4.172","title":"Flying to new heights as an advanced flight paramedic","year":2021,"lang":"en","type":"article","venue":"Journal of Paramedic Practice","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health","funders":"","keywords":"Emergency Care Practitioner; Combat Medical Technician; Ambulance service; Major trauma; Continuing professional development; Medical emergency; Medicine; Aeronautics; Psychology; Medical education; Engineering; Professional development","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007121575,0.0002224758,0.0006325291,0.0001652254,0.0001784044,0.00003558058,0.0001770279,0.0001195091,0.000612621],"category_scores_gemma":[0.009566098,0.0001726273,0.0002014748,0.0005090464,0.0000520562,0.0007919703,0.00005710802,0.0007798612,0.0002026544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314188,"about_ca_system_score_gemma":0.001433743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008455475,"about_ca_topic_score_gemma":0.00003121316,"domain_scores_codex":[0.9972358,0.000169352,0.0008018414,0.0002848493,0.00110851,0.0003996147],"domain_scores_gemma":[0.9964835,0.0005432261,0.000487003,0.0003856956,0.001004979,0.001095615],"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":[0.003683527,0.001577652,0.0009697873,0.0001686074,0.001738949,0.02138976,0.02023556,0.00008827571,0.01253115,0.001110849,0.1556564,0.7808495],"study_design_scores_gemma":[0.002888094,0.002102629,0.002994301,0.0005397983,0.0008649663,0.01316322,0.01206017,0.00001613296,0.002605603,0.0009888256,0.9615344,0.0002418346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7829866,0.02316094,0.009067316,0.1239451,0.008242148,0.000450008,0.000003422333,0.00009309081,0.05205137],"genre_scores_gemma":[0.894906,0.00622009,0.06885938,0.01844486,0.004581916,0.000009456458,0.000009523036,0.00006550096,0.006903206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.805878,"threshold_uncertainty_score":0.9987767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160796161156879,"score_gpt":0.3957135463218658,"score_spread":0.364105584710297,"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."}}