{"id":"W4393225242","doi":"10.1186/s13643-024-02518-z","title":"Co-design workshops to develop evidence synthesis summary formats for use by clinical guideline development groups","year":2024,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Health Research Board","keywords":"Focus group; Medicine; Guideline; Evidence-based medicine; Systematic review; Medical education; Evidence-based practice; Multidisciplinary approach; Health care; Nominal group technique; MEDLINE; Alternative medicine; Knowledge management; Computer science","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09298435,0.0004133194,0.001940586,0.0002569142,0.0008007401,0.0001492095,0.0007674543,0.0002242506,0.0002964861],"category_scores_gemma":[0.1345402,0.0002704844,0.0001873351,0.001403743,0.00004487549,0.0008176796,0.0001399872,0.0003910559,0.007191825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007831759,"about_ca_system_score_gemma":0.002947237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002232325,"about_ca_topic_score_gemma":0.00005126154,"domain_scores_codex":[0.9755445,0.01072001,0.01096455,0.000780843,0.0008469576,0.001143151],"domain_scores_gemma":[0.9263864,0.06977365,0.001372484,0.0009381412,0.0008029289,0.0007263529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001478855,0.00001145727,0.0001478354,0.1211402,0.00003158526,0.000001662447,0.00420855,5.940743e-7,0.00002412402,0.0001561399,0.8588058,0.01545732],"study_design_scores_gemma":[0.0001379497,0.00004596278,0.00008437848,0.08645614,0.00007157213,0.000004517059,0.0007164239,0.000492981,0.00003448319,0.00003375338,0.9116204,0.0003014028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005465497,0.006469673,0.9289933,0.009911647,0.002084219,0.05141637,0.00009448609,0.0002733214,0.0002103975],"genre_scores_gemma":[0.002921986,0.007273993,0.7862647,0.08658667,0.0009602832,0.1059689,0.00007019116,0.0001873017,0.009766021],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1427287,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.814453578331415,"score_gpt":0.6950209193213722,"score_spread":0.1194326590100427,"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."}}