{"id":"W6957902806","doi":"10.6084/m9.figshare.14418233.v1","title":"Additional file 1 of COVIDReady2 study protocol: cross-sectional survey of medical student volunteering and education during the COVID-19 pandemic in the United Kingdom","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Pandemic; Kingdom; Government (linguistics); Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); MEDLINE","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":[0.001948752,0.0006745749,0.0008542902,0.001372494,0.001033016,0.0007416239,0.0009896877,0.0008064781,0.6096422],"category_scores_gemma":[0.02020731,0.0006558782,0.0003974623,0.002983425,0.0002673765,0.0009624391,0.0008500249,0.0008408858,0.05904748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493139,"about_ca_system_score_gemma":0.002113189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02191934,"about_ca_topic_score_gemma":0.02704854,"domain_scores_codex":[0.9989561,0.0003400328,0.0002618504,0.0001449674,0.0001312419,0.0001658275],"domain_scores_gemma":[0.9879444,0.006137661,0.002089019,0.0008211074,0.002475618,0.0005322014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003367625,0.0001193631,0.006100581,0.001182161,0.00001769744,0.00003128977,0.0002046599,0.0001616722,0.00004396326,0.0005878042,0.9863984,0.004815714],"study_design_scores_gemma":[0.008809254,0.001204857,0.2260013,0.005570828,0.0001674792,0.0004342719,0.002948872,0.001866236,0.00069862,0.003971911,0.748161,0.0001653306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.001751658,0.00003152557,0.0003298787,0.0001897806,0.00003695356,0.00231649,0.9913157,0.00008362407,0.003944422],"genre_scores_gemma":[0.04711619,0.0003843217,0.004256598,0.001243544,0.000180456,0.07596562,0.8391657,0.0003396561,0.03134792],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6096422,"threshold_uncertainty_score":0.556798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663299218406704,"score_gpt":0.485148015045629,"score_spread":0.3188180932049587,"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."}}