{"id":"W3047388704","doi":"10.12927/hcq.2020.26277","title":"Fostering Clinical Research in the Community Hospital: Opportunities and Best Practices","year":2020,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Public Health Ontario; Health Sciences North; Western University","funders":"","keywords":"Best practice; Nursing; Health administration; Medicine; Public relations; Medical education; Business; Political science; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.3138839,0.001305978,0.001379038,0.004885468,0.01877425,0.04293368,0.007425993,0.0140552,0.006877134],"category_scores_gemma":[0.2471453,0.001931085,0.001503286,0.003477811,0.03642109,0.0235807,0.03739877,0.02202267,0.003066857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.013524,"about_ca_system_score_gemma":0.1347613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006729147,"about_ca_topic_score_gemma":0.02216736,"domain_scores_codex":[0.6426017,0.3016402,0.01052124,0.005918303,0.02738445,0.01193413],"domain_scores_gemma":[0.4366037,0.3116964,0.03071162,0.04602966,0.03742009,0.1375385],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002721479,0.00262578,0.02120022,0.005787778,0.0002845156,0.001882589,0.04748426,0.002131221,0.001832873,0.1634096,0.1583891,0.5947],"study_design_scores_gemma":[0.0003681561,0.001400228,0.01733277,0.01908015,0.0001029912,0.002161026,0.1357943,0.001412326,0.001723467,0.279905,0.5400077,0.0007119109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00961048,0.0158003,0.02230014,0.9188545,0.002044418,0.0006571646,0.00003213695,0.0004930985,0.03020774],"genre_scores_gemma":[0.4960642,0.06005212,0.2751153,0.1507939,0.00626645,0.002594564,0.0001508945,0.0004977044,0.008464908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6861161,"threshold_uncertainty_score":0.8461033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8713052259167279,"score_gpt":0.6368656593469129,"score_spread":0.234439566569815,"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."}}