{"id":"W6939440807","doi":"10.6084/m9.figshare.26666188.v1","title":"Additional file 1 of Virtual simulation in healthcare education: a multi-professional, pan-Canadian evaluation","year":2024,"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":"University of British Columbia; George Brown College; Mount Royal University; Université de Montréal; Northern Alberta Institute of Technology; Selkirk College; University of Manitoba; Centennial College","funders":"","keywords":"Health care; Visualization; Key (lock); File format","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004678515,0.0007023591,0.001052145,0.003197381,0.002206549,0.00242513,0.002709584,0.001034894,0.8148741],"category_scores_gemma":[0.08188654,0.0005631062,0.001129132,0.006062939,0.0005702073,0.001924689,0.001244907,0.001246817,0.0806847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008406607,"about_ca_system_score_gemma":0.02021919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4098287,"about_ca_topic_score_gemma":0.4829371,"domain_scores_codex":[0.9978737,0.0005579781,0.0002847651,0.0001928069,0.0008520178,0.0002387493],"domain_scores_gemma":[0.9376675,0.03665879,0.002041992,0.002156861,0.01872746,0.002747312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000709471,0.0002402504,0.002371775,0.002348547,0.00004029924,0.00003043525,0.0002007149,0.0004995862,0.00001524353,0.0008178906,0.9725118,0.02021402],"study_design_scores_gemma":[0.01278227,0.0006850869,0.08168592,0.011669,0.0004415448,0.0003423229,0.002191113,0.002856778,0.0004253729,0.005911104,0.8806971,0.0003123399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008786102,0.00007824267,0.000355339,0.0004643373,0.00004390875,0.001553462,0.9885126,0.0002374321,0.007876131],"genre_scores_gemma":[0.07192651,0.001243677,0.01312965,0.001759037,0.0001854821,0.04199148,0.7999777,0.001318702,0.06846785],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8148741,"threshold_uncertainty_score":0.8148865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171314995272822,"score_gpt":0.4376770918907448,"score_spread":0.3205455923634626,"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."}}