{"id":"W6940282092","doi":"10.6084/m9.figshare.c.6591991.v1","title":"Decision-makers’ experiences with rapid evidence summaries to support real-time evidence informed decision-making in crises: a mixed methods study","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Red Cross Society; Ottawa Hospital; McMaster University; York University","funders":"","keywords":"Evidence-based practice; Preparedness; Evidence-based policy; Evidence-based medicine; Qualitative research; The Internet; Qualitative property; Health care; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2436239,0.001076868,0.002236542,0.004649903,0.01076633,0.01778915,0.004995769,0.005387582,0.004829973],"category_scores_gemma":[0.3685025,0.002034014,0.002126491,0.004465494,0.007344404,0.01484394,0.01789817,0.006741911,0.0007693593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001481,"about_ca_system_score_gemma":0.01720462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510685,"about_ca_topic_score_gemma":0.002734287,"domain_scores_codex":[0.7016076,0.2674566,0.01399426,0.003754738,0.007609844,0.005577057],"domain_scores_gemma":[0.4609374,0.478261,0.01976245,0.01044943,0.0172092,0.01338049],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005469868,0.0008320032,0.005936658,0.004010496,0.0001920859,0.001368848,0.9158031,0.0003597582,0.0005962179,0.003783388,0.002521329,0.06404913],"study_design_scores_gemma":[0.0003692577,0.00159942,0.003193693,0.006033753,0.0002187827,0.0006484464,0.9435728,0.001180711,0.0007600297,0.004369705,0.03786273,0.0001907406],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412262,0.006079621,0.02024871,0.01837432,0.0004576117,0.005022932,0.0004423366,0.0001245657,0.008023744],"genre_scores_gemma":[0.9479118,0.003612841,0.03538294,0.004711404,0.0001763113,0.006731098,0.0002058832,0.00007705673,0.001190733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7563761,"threshold_uncertainty_score":0.9327464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06957529002202618,"score_gpt":0.3742153880737795,"score_spread":0.3046400980517533,"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."}}