{"id":"W6958467142","doi":"10.6084/m9.figshare.24585892","title":"Additional file 1 of Distance simulation in the health professions: a scoping review","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"File format; Data file; Key (lock); Field (mathematics)","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":[0.00312186,0.001437698,0.00343149,0.01265338,0.0007925806,0.002540857,0.001890435,0.001682801,0.7056692],"category_scores_gemma":[0.03566733,0.0007795281,0.002730423,0.0227124,0.0003951725,0.002892594,0.00202776,0.0009432777,0.03530703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002868615,"about_ca_system_score_gemma":0.00591816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01377415,"about_ca_topic_score_gemma":0.02872294,"domain_scores_codex":[0.9983606,0.0003539113,0.0007016265,0.0002458939,0.0002024596,0.0001355976],"domain_scores_gemma":[0.9682594,0.02532669,0.002774257,0.0003902245,0.002809236,0.0004402609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006948099,0.00005954177,0.001300794,0.4680873,0.0005319918,0.0001605146,0.0002758903,0.0004923584,0.0002022411,0.00236987,0.5070093,0.01881544],"study_design_scores_gemma":[0.007081822,0.0003478182,0.0149628,0.221333,0.003287659,0.000588509,0.0008981242,0.000901785,0.000452909,0.006893678,0.743055,0.0001969259],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0002070218,0.001090943,0.0002078497,0.0003039947,0.00003392015,0.0008843337,0.9954992,0.0001011189,0.001671708],"genre_scores_gemma":[0.01661396,0.01502819,0.01441113,0.002593482,0.0003310684,0.04214796,0.8849888,0.0007062659,0.0231791],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7056692,"threshold_uncertainty_score":0.4198272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231609525442343,"score_gpt":0.3421737256830878,"score_spread":0.2190127731388535,"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."}}