{"id":"W6958126674","doi":"10.6084/m9.figshare.19174106","title":"Additional file 4 of 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":"article","venue":"Figshare","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Protocol (science); Process (computing); Medical prescription; Randomized controlled trial; Primary 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0325894,0.004865665,0.005708957,0.0023248,0.003784183,0.00312903,0.003341967,0.005169573,0.6661539],"category_scores_gemma":[0.09153104,0.004204938,0.006355874,0.002593397,0.002639494,0.003626703,0.003154111,0.006211642,0.07150444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006656431,"about_ca_system_score_gemma":0.01232896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003775181,"about_ca_topic_score_gemma":0.005449316,"domain_scores_codex":[0.9731585,0.01587036,0.003514316,0.002068347,0.002595471,0.002793],"domain_scores_gemma":[0.923575,0.05092089,0.00954696,0.006122385,0.006767801,0.003067024],"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":[0.5034798,0.02320911,0.001676937,0.04643063,0.002241293,0.0001392859,0.001192591,0.003818786,0.001275976,0.007044014,0.3115599,0.09793174],"study_design_scores_gemma":[0.9154578,0.01640471,0.00361334,0.004221811,0.0009437079,0.0000271115,0.0001720544,0.00181559,0.001026585,0.005261809,0.0509278,0.0001277126],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005336766,0.0002071058,0.005217704,0.0008104413,0.0007208463,0.8857185,0.09264314,0.001021365,0.008324189],"genre_scores_gemma":[0.004370137,0.00004588086,0.00567723,0.0002587511,0.00006391847,0.9851385,0.001630116,0.00008658269,0.002728749],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6661539,"threshold_uncertainty_score":0.4761909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04742605111878408,"score_gpt":0.3674179425457247,"score_spread":0.3199918914269407,"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."}}