{"id":"W3205461128","doi":"10.3389/fpsyt.2021.726469","title":"Costs and Savings Associated With the Police Use of the interRAI Brief Mental Health Screener","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Mental health; Referral; Medicine; Officer; Intervention (counseling); Psychiatry; Emergency department; Medical emergency; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002264194,0.0005562098,0.0002673031,0.00196951,0.0006531968,0.0012089,0.0008846207,0.0004884867,0.002780269],"category_scores_gemma":[0.01648526,0.0002891278,0.0008775875,0.001651992,0.0003954592,0.0006871884,0.001513992,0.0007146346,0.0002655833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007684796,"about_ca_system_score_gemma":0.008330187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1715445,"about_ca_topic_score_gemma":0.2439218,"domain_scores_codex":[0.995007,0.002370686,0.0002930012,0.0001869448,0.001300392,0.0008419112],"domain_scores_gemma":[0.9924164,0.002167845,0.002442582,0.0002940939,0.001880245,0.0007989501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001630405,0.0008544913,0.6423671,0.0004375416,0.0004868336,0.00052336,0.0009006409,0.007018358,0.0007105139,0.001128885,0.008927927,0.3350139],"study_design_scores_gemma":[0.0000809416,0.001390844,0.9802048,0.0004320693,0.0002885892,0.0004901177,0.002885048,0.007830438,0.0004950955,0.0004223165,0.005434875,0.00004498785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763281,0.001968889,0.001084651,0.005681694,0.0001104756,0.0004106433,0.003699854,0.00006910774,0.01064661],"genre_scores_gemma":[0.9951441,0.001126819,0.001289261,0.0002960746,0.00004668663,0.0001367036,0.0008975432,0.000008775604,0.001053855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1715445,"threshold_uncertainty_score":0.3410921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069259897847101,"score_gpt":0.2594730902862087,"score_spread":0.2487804913077377,"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."}}