{"id":"W1594607621","doi":"10.1177/070674370104600509","title":"Crowding and Violence on Psychiatric Wards: Explanatory Models","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crowding; Psychiatry; Poison control; Interpersonal communication; Psychology; Injury prevention; Relation (database); Human factors and ergonomics; Interpersonal relationship; Suicide prevention; Medicine; Clinical psychology; Medical emergency; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007197173,0.001369438,0.001107286,0.009853303,0.001071036,0.003896231,0.002355181,0.002054918,0.00884741],"category_scores_gemma":[0.03370328,0.0007703801,0.004983471,0.0102802,0.002291701,0.003320988,0.003105236,0.001254609,0.0006064906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002635334,"about_ca_system_score_gemma":0.004814954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275239,"about_ca_topic_score_gemma":0.008508249,"domain_scores_codex":[0.995172,0.002789645,0.0006918819,0.0004103563,0.0006990208,0.0002372129],"domain_scores_gemma":[0.9399522,0.04967744,0.008048091,0.0005234563,0.001384812,0.0004140065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001002304,0.0007066907,0.5050682,0.1184699,0.01200034,0.004561652,0.02379868,0.01504996,0.0003088805,0.1404013,0.01149751,0.1671347],"study_design_scores_gemma":[0.0007246509,0.001293965,0.4554062,0.1379549,0.02575506,0.006371931,0.04375513,0.05620049,0.0006101867,0.1999777,0.07152972,0.0004199491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.312396,0.562349,0.01956257,0.05535884,0.001255894,0.00123414,0.004193518,0.0002329456,0.04341702],"genre_scores_gemma":[0.7847159,0.2017186,0.0078601,0.001484126,0.0006085896,0.0007396303,0.001088764,0.00002610532,0.001758306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01275239,"threshold_uncertainty_score":0.03806275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501556922160455,"score_gpt":0.2757548457707757,"score_spread":0.2507392765491712,"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."}}