{"id":"W4308917341","doi":"10.1111/ruso.12471","title":"Police Encounters for Behavioral Health‐Related Reasons in Rural and Remote Communities: A Canadian Study<sup>☆</sup>","year":2022,"lang":"en","type":"article","venue":"Rural Sociology","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mental health; Context (archaeology); Suicide prevention; Population; Rural area; Psychology; Social isolation; Occupational safety and health; Poison control; Human factors and ergonomics; Injury prevention; Rural health; Geography; Environmental health; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001210539,0.0001802504,0.0006779328,0.0001921282,0.0030433,0.000007533117,0.0002591012,0.0002420048,0.0004186852],"category_scores_gemma":[0.00001998551,0.0001888489,0.00006717126,0.000172504,0.0002328072,0.00006496099,0.0001880635,0.001155984,0.00001039943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201628,"about_ca_system_score_gemma":0.0006792331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.984762,"about_ca_topic_score_gemma":0.9566045,"domain_scores_codex":[0.9955967,0.002598778,0.0005552096,0.0001603017,0.0001129689,0.0009760423],"domain_scores_gemma":[0.9987277,0.0005600918,0.0001720931,0.0002160539,0.00006401748,0.0002600294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004687162,0.00006895356,0.2266637,0.00002992847,0.00002362791,0.000004034778,0.769988,0.0000236285,9.530236e-7,0.0007805634,0.0002392697,0.002130436],"study_design_scores_gemma":[0.001453629,0.0005204869,0.05735819,0.00003997441,0.00001502127,0.000001307067,0.9370707,0.0006135975,1.874906e-8,0.0007641313,0.001994201,0.0001687407],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993373,0.0003829533,0.000002091701,0.003552319,0.0003346935,0.001695122,0.0003136035,0.0000588454,0.0002873716],"genre_scores_gemma":[0.9977376,0.00008191387,0.00003666753,0.0009873844,0.00008721055,0.0004458814,0.0002620423,0.00003433368,0.0003269354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693055,"threshold_uncertainty_score":0.9982546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05361095301906459,"score_gpt":0.4173331062814722,"score_spread":0.3637221532624076,"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."}}