{"id":"W2144120232","doi":"10.1348/135532504x15295","title":"Screening for suicide risk factors in prison inmates: Evaluating the efficiency of the Depression, Hopelessness and Suicide Screening Form (DHS)","year":2005,"lang":"en","type":"article","venue":"Legal and Criminological Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Suicide prevention; Psychology; Clinical psychology; Distress; Depression (economics); Psychiatry; Poison control; Prison; Human factors and ergonomics; Injury prevention; Medicine; Medical emergency","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":[0.01133813,0.0002934212,0.0004271605,0.001197279,0.0003707075,0.0006357027,0.0003280265,0.000323467,0.000534102],"category_scores_gemma":[0.03002502,0.0002334462,0.0004163304,0.0004661181,0.0003215144,0.0005044566,0.0006482997,0.0003111944,0.000183031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099946,"about_ca_system_score_gemma":0.0004954153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577028,"about_ca_topic_score_gemma":0.004927902,"domain_scores_codex":[0.9957943,0.003015156,0.0004470211,0.0001250615,0.0004993288,0.0001190918],"domain_scores_gemma":[0.9907504,0.004868889,0.001737591,0.0006078852,0.001562076,0.0004731597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007716245,0.0004282369,0.9736995,0.00009521972,0.00009997869,0.00004854335,0.0007741047,0.0001069512,0.0005184658,0.00002822078,0.0001545667,0.02327452],"study_design_scores_gemma":[0.00005944321,0.003992429,0.9923444,0.00004154418,0.0001069821,0.0001952983,0.0006315191,0.001313887,0.0009741092,0.00002869033,0.0002972478,0.00001442406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989497,0.0001268399,0.0002593204,0.0000410504,0.000005561643,0.0001198049,0.00007882726,0.00001049163,0.0004083576],"genre_scores_gemma":[0.9976525,0.000176769,0.001582375,0.00003368462,0.00001014813,0.00009122472,0.0001800375,0.000003240705,0.0002700482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01133813,"threshold_uncertainty_score":0.05996245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1660943341606576,"score_gpt":0.4144765184286995,"score_spread":0.248382184268042,"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."}}