{"id":"W6940200953","doi":"10.6084/m9.figshare.c.5842871.v1","title":"Optimizing responsiveness to feedback about antibiotic prescribing in primary care: protocol for two interrelated randomized implementation trials with embedded process evaluations","year":2022,"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":"","funders":"","keywords":"Audit; Medical prescription; Intervention (counseling); Protocol (science); Randomized controlled trial; Academic detailing; Health care; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1193745,0.01143512,0.01728667,0.005488445,0.005438225,0.007905328,0.005772154,0.01209102,0.08965214],"category_scores_gemma":[0.1372271,0.005837287,0.01417647,0.007144666,0.00660552,0.005872995,0.004551579,0.01434043,0.01773609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.012939,"about_ca_system_score_gemma":0.02889484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004059197,"about_ca_topic_score_gemma":0.005214755,"domain_scores_codex":[0.8871937,0.07371107,0.01616903,0.006346257,0.00891483,0.007665092],"domain_scores_gemma":[0.9231727,0.02986413,0.01412624,0.01170793,0.01658052,0.004548538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7292272,0.02029971,0.001196439,0.09470788,0.006841392,0.0005805209,0.002428883,0.007423581,0.002869378,0.01659713,0.0349929,0.08283495],"study_design_scores_gemma":[0.8753273,0.03083274,0.001737413,0.01488209,0.002562999,0.00009118582,0.0004251587,0.004728261,0.002222752,0.009211792,0.05771212,0.0002662032],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002833783,0.00006805615,0.0008454194,0.00005681929,0.0001245,0.9981709,0.0002144833,0.00003978013,0.0001966849],"genre_scores_gemma":[0.0002496113,0.00002975317,0.001007076,0.00002599871,0.00000898728,0.9985802,0.00002288602,0.00000205952,0.00007341871],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1193745,"threshold_uncertainty_score":0.6313204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06517136007393674,"score_gpt":0.3746779180133471,"score_spread":0.3095065579394103,"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."}}