{"id":"W2010730488","doi":"10.1197/j.aem.2005.04.007","title":"Human Patient Simulation Is Effective for Teaching Paramedic Students Endotracheal Intubation","year":2005,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Endotracheal intubation; Intubation; Significant difference; Confidence interval; Randomization; Anesthesia; Randomized controlled trial; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001231079,0.00030147,0.0004537505,0.0003463093,0.0003727679,0.000001148582,0.0001849576,0.0003572453,0.001493865],"category_scores_gemma":[0.001279124,0.000268758,0.000113997,0.0003002216,0.0001002389,0.0002174214,0.00003063537,0.00101767,0.00005507518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000604946,"about_ca_system_score_gemma":0.0001052634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001638209,"about_ca_topic_score_gemma":0.000004665374,"domain_scores_codex":[0.996276,0.0001751596,0.001550107,0.0005504175,0.0009953142,0.0004529522],"domain_scores_gemma":[0.9975473,0.0006288813,0.0005537138,0.0003787046,0.0005313169,0.0003600568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002475616,0.0003713308,0.8159778,0.0005882533,0.0001791807,8.646033e-7,0.06205043,0.004291544,0.002851791,0.0004984618,0.03586451,0.07707824],"study_design_scores_gemma":[0.01054862,0.005605373,0.8614412,0.001819191,0.001011354,0.00001684811,0.01086347,0.067472,0.002365557,0.00271483,0.03522317,0.0009183798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814342,0.001222161,0.001943883,0.009524583,0.001743815,0.003416419,0.00001372215,0.000163163,0.0005380274],"genre_scores_gemma":[0.991257,0.0001150265,0.0003180691,0.002366629,0.004315665,0.0006160109,0.0003406447,0.00005920334,0.0006118091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07615986,"threshold_uncertainty_score":0.9999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06115715416077389,"score_gpt":0.4904486976220876,"score_spread":0.4292915434613137,"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."}}