{"id":"W3208571847","doi":"10.7759/cureus.18980","title":"Design of an Intramuscular Injection Simulator: Accommodating Cultural Differences","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Intramuscular injections and effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"Mitacs","keywords":"Medicine; Context (archaeology); Simulation; Test (biology); Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001745986,0.0001175208,0.0002479819,0.00003801861,0.0001025216,0.00003012762,0.00005878893,0.0001106201,0.0001756115],"category_scores_gemma":[0.0002139822,0.00009381345,0.00009195804,0.0002151576,0.00004636947,0.0001767134,0.00002698792,0.0001632604,0.000007623497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005602719,"about_ca_system_score_gemma":0.0000858615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009423949,"about_ca_topic_score_gemma":0.00001689541,"domain_scores_codex":[0.9990878,0.0001398122,0.0002021046,0.0002076288,0.0001906583,0.0001720372],"domain_scores_gemma":[0.9992486,0.00005886716,0.00006255965,0.0003033185,0.0002431647,0.00008352402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004288966,0.002366777,0.02057513,0.0007466062,0.001124571,0.0003505177,0.005746258,0.03096723,0.8523397,0.002485199,0.0007880951,0.082081],"study_design_scores_gemma":[0.0055227,0.006126465,0.1279564,0.0008301914,0.001227504,0.002277421,0.01023095,0.3536531,0.4879701,0.001590499,0.00144844,0.001166226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834035,0.0004415646,0.01499367,0.00004483105,0.0003165982,0.0001979826,0.000001755756,0.0000642404,0.0005358394],"genre_scores_gemma":[0.993847,0.00003013755,0.005716201,0.00006948131,0.0002133337,0.00001052247,0.00003409266,0.00001399583,0.00006526958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3643696,"threshold_uncertainty_score":0.3825601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03930370300348017,"score_gpt":0.3127629152715941,"score_spread":0.2734592122681139,"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."}}