{"id":"W3173297735","doi":"10.1002/lrh2.10280","title":"Developing a rapid evidence response to<scp>COVID</scp>‐19: The collaborative approach of Saskatchewan, Canada","year":2021,"lang":"en","type":"article","venue":"Learning Health Systems","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Saskatchewan; Saskatchewan Health Quality Council; Saskatchewan Ministry of Agriculture; University of Saskatchewan; Saskatchewan Health Authority","funders":"Saskatchewan Health Research Foundation","keywords":"General partnership; Public relations; Coronavirus disease 2019 (COVID-19); Political science; Business; Public health; Health care; Pandemic; Profiling (computer programming); Medicine; Nursing; Computer science; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2282768,0.001622188,0.001937828,0.01389303,0.01579649,0.02416748,0.01014159,0.007575294,0.01939777],"category_scores_gemma":[0.2595573,0.002821546,0.002782424,0.01464145,0.01051832,0.006160601,0.02795319,0.0121991,0.004369645],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1991426,"about_ca_system_score_gemma":0.7667409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8986557,"about_ca_topic_score_gemma":0.9481351,"domain_scores_codex":[0.7822917,0.1164395,0.02327119,0.01180147,0.05179372,0.01440243],"domain_scores_gemma":[0.4746158,0.1036145,0.01693242,0.02206375,0.2761285,0.1066451],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003626481,0.0003473562,0.01885402,0.006714675,0.0007667945,0.0027129,0.01120423,0.005097005,0.002690623,0.0358896,0.6505391,0.264821],"study_design_scores_gemma":[0.0002203418,0.0001274258,0.01361249,0.01096803,0.0001465036,0.0003730502,0.01109052,0.002413517,0.0009063603,0.01485013,0.9450539,0.0002378524],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009265383,0.02147203,0.04298643,0.805676,0.006247609,0.01386373,0.005424477,0.001080853,0.09398346],"genre_scores_gemma":[0.1732783,0.03774469,0.5121521,0.1813211,0.002556029,0.01443871,0.008788502,0.001271691,0.06844886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8008574,"threshold_uncertainty_score":0.9516721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4505540336572177,"score_gpt":0.5819545856409661,"score_spread":0.1314005519837484,"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."}}