{"id":"W6902075610","doi":"10.6084/m9.figshare.26990026.v1","title":"Additional file 11 of Knowledge management tools and mechanisms for evidence-informed decision-making in the WHO European Region: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Table (database); File management; Key (lock); Data management; Knowledge base; Expert system","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":[0.009694778,0.001218184,0.002008771,0.009519544,0.0009191389,0.003173625,0.002258224,0.00211183,0.8754892],"category_scores_gemma":[0.1109537,0.001083838,0.002001688,0.01813704,0.0004509124,0.004237809,0.002543108,0.001202355,0.1455676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003571783,"about_ca_system_score_gemma":0.007692484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009457565,"about_ca_topic_score_gemma":0.01311598,"domain_scores_codex":[0.995303,0.001466517,0.001768584,0.0004789609,0.0007260963,0.0002567729],"domain_scores_gemma":[0.8327007,0.138329,0.007978141,0.003629891,0.01601959,0.001342609],"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":[0.0004060849,0.00005173137,0.0009106601,0.03721917,0.00012198,0.00005575967,0.000155975,0.0003559635,0.00005987162,0.002044051,0.93801,0.02060874],"study_design_scores_gemma":[0.003818268,0.0001454934,0.01007984,0.03127899,0.0005424312,0.0001996085,0.0006184365,0.0006307982,0.0003932011,0.01268617,0.9394643,0.0001425603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00008630769,0.00009789928,0.000324011,0.0002948286,0.00003830227,0.000598248,0.9958961,0.0001925946,0.002471807],"genre_scores_gemma":[0.008319449,0.001678225,0.01588822,0.001540867,0.0002542292,0.0232176,0.9228881,0.001214167,0.02499922],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8754892,"threshold_uncertainty_score":0.1775994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6695849682301599,"score_gpt":0.6435286230112574,"score_spread":0.02605634521890254,"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."}}