{"id":"W4415327295","doi":"10.1016/j.jclinepi.2025.112025","title":"Jurisdictional scans: methodological considerations for systematically analyzing and comparing policy approaches across different jurisdictions","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Health Research Board","keywords":"Work (physics); Strengths and weaknesses; Jurisdiction; Public policy","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6879774,0.002972178,0.009721776,0.01131282,0.01008908,0.01804724,0.01521479,0.01097168,0.006990487],"category_scores_gemma":[0.9104072,0.004176943,0.0102155,0.02292029,0.01758475,0.01607425,0.01628744,0.01314631,0.0008683759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009692234,"about_ca_system_score_gemma":0.03291677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0414893,"about_ca_topic_score_gemma":0.0724921,"domain_scores_codex":[0.1117094,0.8092527,0.03885118,0.01019403,0.02712404,0.002868643],"domain_scores_gemma":[0.05173001,0.8532012,0.02314702,0.05366186,0.01629878,0.001961212],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01144613,0.002047391,0.2105994,0.01924062,0.08646,0.002549136,0.04871805,0.02669873,0.001897931,0.3409615,0.04978366,0.1995975],"study_design_scores_gemma":[0.006430951,0.003064238,0.0827594,0.01455999,0.0325737,0.002265322,0.02548015,0.07051681,0.005223629,0.6774759,0.07863272,0.001017198],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08431932,0.008458379,0.8201178,0.02642341,0.005411654,0.03182505,0.005117635,0.001030112,0.01729673],"genre_scores_gemma":[0.3519435,0.000677012,0.5702729,0.0070879,0.00063469,0.06659387,0.001077679,0.0004470822,0.001265364],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3120226,"threshold_uncertainty_score":0.3847795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9533352786344016,"score_gpt":0.7826644227689205,"score_spread":0.1706708558654811,"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."}}