{"id":"W6921023550","doi":"10.6084/m9.figshare.25495201.v1","title":"Additional file 1 of A mapping review of interventions to address patients who frequently seek care in the emergency department","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Psychological intervention; Emergency department; MEDLINE; Intervention (counseling); Health care","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":[0.00456609,0.001579274,0.002382552,0.009812012,0.001025249,0.002072291,0.002150082,0.001802845,0.8814759],"category_scores_gemma":[0.1121859,0.001005891,0.003305125,0.0133158,0.0004343139,0.002877771,0.002017916,0.001192005,0.09310816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684153,"about_ca_system_score_gemma":0.005891669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02295526,"about_ca_topic_score_gemma":0.03563046,"domain_scores_codex":[0.9967879,0.001023646,0.0009927601,0.0005023488,0.0004477666,0.0002455881],"domain_scores_gemma":[0.8547732,0.118033,0.009337473,0.004198755,0.01219095,0.001466723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006169375,0.0001000523,0.002243208,0.05578055,0.0004667573,0.00004130032,0.0001845561,0.00035759,0.00004478398,0.001411979,0.9226767,0.01607551],"study_design_scores_gemma":[0.01548448,0.0005675212,0.05072009,0.09206454,0.003154074,0.0004823045,0.001494013,0.0008850411,0.0003731829,0.0130073,0.8215132,0.0002542836],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001825411,0.0002724923,0.0002495316,0.0002239219,0.00007188447,0.0004083313,0.9964319,0.0001134183,0.002045836],"genre_scores_gemma":[0.02218858,0.003024042,0.01745122,0.003549189,0.0005375033,0.02444745,0.8978024,0.001360582,0.02963915],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8814759,"threshold_uncertainty_score":0.1690603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05118041016986384,"score_gpt":0.3329417629223135,"score_spread":0.2817613527524496,"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."}}