{"id":"W4396241897","doi":"10.1136/bmjoq-2023-002593","title":"Sepsis screening protocol implementation: a clinician-validated rapid realist review","year":2024,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Protocol (science); Context (archaeology); Intervention (counseling); Outcome (game theory); Fidelity; Medicine; Process management; Knowledge management; Management science; Psychology; Computer science; Nursing; Alternative medicine; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003999877,0.0002351148,0.0007404772,0.00005842759,0.0001243989,0.0002547323,0.0002277201,0.00006967541,0.007836164],"category_scores_gemma":[0.0003009637,0.0001763565,0.0002736423,0.0004801316,0.00004064638,0.0002395209,0.0002124886,0.000166721,0.0003193296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128045,"about_ca_system_score_gemma":0.0003341667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844684,"about_ca_topic_score_gemma":0.0001895983,"domain_scores_codex":[0.9968496,0.0005637833,0.001230298,0.0005953537,0.0004800626,0.0002808874],"domain_scores_gemma":[0.9983198,0.0002817257,0.0002822586,0.0007799783,0.0001485344,0.0001876939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000439575,0.0005424036,0.02199349,0.006952545,0.001013603,0.0003669108,0.0002114485,1.852145e-7,0.00002319294,0.002052093,0.4109432,0.5554613],"study_design_scores_gemma":[0.004425635,0.000641174,0.1681754,0.0135151,0.0007681524,0.00009991023,0.000422449,0.00002219433,0.001251199,0.0002613267,0.8099675,0.000449988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004590827,0.005167997,0.0003365812,0.1011057,0.0003833437,0.8439503,0.0004949801,0.0005571214,0.04341309],"genre_scores_gemma":[0.02285187,0.001298666,0.01037546,0.03544112,0.0005510519,0.925883,0.001682534,0.0001063904,0.001809935],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5550113,"threshold_uncertainty_score":0.9930708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5935563776286532,"score_gpt":0.6520422938492365,"score_spread":0.0584859162205833,"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."}}