{"id":"W3124096287","doi":"10.1177/0840470420979635","title":"Mental health and policing: Picking up the pieces in a broken system","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University; Athabasca University","funders":"","keywords":"Mental health; Accountability; Public relations; Public health; Population; Business; Intersection (aeronautics); Community policing; Medicine; Political science; Environmental health; Nursing; Psychiatry; Engineering; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.01916277,0.001249243,0.001645902,0.006955181,0.0264865,0.03886014,0.003621369,0.01065839,0.01180869],"category_scores_gemma":[0.02445899,0.001411226,0.001524325,0.003990074,0.09330487,0.05145621,0.03998664,0.02606026,0.001354706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01166707,"about_ca_system_score_gemma":0.02041803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01696404,"about_ca_topic_score_gemma":0.01888585,"domain_scores_codex":[0.9737663,0.01624908,0.001022629,0.001496324,0.003635403,0.003830205],"domain_scores_gemma":[0.9770682,0.0107046,0.001790193,0.002646702,0.002935948,0.004854268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000135311,0.0001731185,0.009303477,0.000662757,0.0001352434,0.001274546,0.1627817,0.0006527622,0.0005763096,0.7191249,0.03524284,0.06993702],"study_design_scores_gemma":[0.00004139787,0.0001724563,0.005215485,0.001657802,0.00005764108,0.0006451787,0.2650099,0.0007595939,0.0002574833,0.5806919,0.1453504,0.0001407887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04829904,0.01489098,0.02676991,0.8500357,0.006022331,0.0001716808,0.0001395981,0.0003330781,0.05333772],"genre_scores_gemma":[0.8621364,0.01082695,0.0278897,0.08094691,0.003746314,0.0003386341,0.0001263087,0.0004719475,0.01351685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03886014,"threshold_uncertainty_score":0.1013436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437600572700731,"score_gpt":0.369135636717707,"score_spread":0.3347596309906997,"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."}}