{"id":"W3098671940","doi":"10.2196/22460","title":"Effectiveness of the Use of Augmented Reality in Teaching the Management of Anaphylactic Shock at the Primary Care Level: Protocol for a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Javna Agencija za Raziskovalno Dejavnost RS","keywords":"Medicine; Airway management; Randomized controlled trial; Intervention (counseling); Physical therapy; Medical emergency; Protocol (science); Airway; Intensive care medicine; Nursing; Surgery; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04198789,0.008009243,0.01592313,0.00396536,0.00360962,0.004970141,0.003788671,0.009445248,0.0599966],"category_scores_gemma":[0.04545622,0.002908704,0.007568099,0.004774286,0.004437726,0.003555811,0.002074707,0.008273346,0.00893839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006572644,"about_ca_system_score_gemma":0.01430232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361606,"about_ca_topic_score_gemma":0.003249648,"domain_scores_codex":[0.9630661,0.02179969,0.004851368,0.002784483,0.004181658,0.003316711],"domain_scores_gemma":[0.9752448,0.009293956,0.005114072,0.002998831,0.005277963,0.002070284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8878484,0.0229002,0.0008672561,0.03278923,0.00369716,0.0003575539,0.0006442767,0.002889181,0.002411831,0.004369303,0.01156305,0.02966242],"study_design_scores_gemma":[0.9386643,0.03145838,0.001595227,0.003038448,0.001259723,0.00004902099,0.0001859042,0.002278674,0.0009394666,0.002029808,0.01838213,0.000118927],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001209302,0.0001641904,0.0006168349,0.00007679922,0.0002472168,0.997004,0.0003229236,0.00005128774,0.0003075205],"genre_scores_gemma":[0.001172346,0.00006956557,0.0009332061,0.00006377798,0.00002745462,0.9975525,0.000041668,0.000003015715,0.0001364658],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0599966,"threshold_uncertainty_score":0.2220559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3951674064522983,"score_gpt":0.5822739221584877,"score_spread":0.1871065157061894,"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."}}