{"id":"W6920805455","doi":"10.6084/m9.figshare.22613570.v1","title":"Additional file 1 of Advanced neonatal procedural skills: a simulation-based workshop: impact and skill decay","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Children's Hospital; Université de Montréal","funders":"","keywords":"Task (project management); Pericardiocentesis; File management; Data collection; Standard operating procedure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002851746,0.0007204998,0.0007722765,0.001616326,0.0009306814,0.001313177,0.001558833,0.000993644,0.8804957],"category_scores_gemma":[0.05230817,0.0003979985,0.0007852003,0.002389804,0.0001888913,0.001540828,0.001096432,0.000975871,0.127786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832603,"about_ca_system_score_gemma":0.003319592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01501509,"about_ca_topic_score_gemma":0.01926536,"domain_scores_codex":[0.9988906,0.0003576444,0.0002366317,0.0001432737,0.0002510444,0.0001209019],"domain_scores_gemma":[0.9644473,0.02631522,0.002023571,0.001160324,0.0050603,0.000993279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006260191,0.0002306673,0.002257708,0.001763875,0.00002211693,0.00002828119,0.0001072819,0.0004836131,0.00001539279,0.000543655,0.975415,0.01850649],"study_design_scores_gemma":[0.01605157,0.00114301,0.07963472,0.01284061,0.0003033028,0.0003956092,0.002089255,0.005225546,0.0006778931,0.01435577,0.8670589,0.0002238646],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0006760944,0.00002793294,0.0004224376,0.0004038941,0.00003804121,0.0007884754,0.9930864,0.0002712246,0.004285449],"genre_scores_gemma":[0.0477467,0.0005134033,0.01004317,0.001660628,0.000263683,0.03613028,0.8505371,0.001220337,0.05188468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8804957,"threshold_uncertainty_score":0.1704584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080476347411734,"score_gpt":0.3606097285766153,"score_spread":0.329804965102498,"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."}}