{"id":"W1980621251","doi":"10.1177/0020764010387477","title":"Involuntary admission in Greece: A prospective national study of police involvement and client characteristics affecting emergency assessment","year":2010,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Mental health; Psychiatry; Legislation; Involuntary treatment; Medicine; Quarter (Canadian coin); Immigration; Psychology; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006259865,0.0002172915,0.0002898852,0.001138977,0.0006556507,0.0008224397,0.0004404816,0.000458914,0.001531291],"category_scores_gemma":[0.00255802,0.0004494123,0.0002735573,0.00100311,0.0004197625,0.0006214736,0.001088212,0.0008549641,0.0003053946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005724726,"about_ca_system_score_gemma":0.000698105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006711205,"about_ca_topic_score_gemma":0.0121113,"domain_scores_codex":[0.9993549,0.000195865,0.00009565995,0.00007618781,0.0001429156,0.0001344534],"domain_scores_gemma":[0.9980814,0.000249563,0.001055326,0.00007926262,0.0001363242,0.0003980334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002614793,0.0001053263,0.9971156,0.00001019953,0.00001130026,0.0002416009,0.001087301,0.00001356207,0.00009618345,0.00001467864,0.00005176835,0.001226337],"study_design_scores_gemma":[0.000001437865,0.00008967701,0.9954982,0.00001360271,0.000004188154,0.0005603146,0.003598983,0.00004701758,0.00002475699,0.0000131521,0.0001447219,0.000003914496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997146,0.00003838183,0.00001395241,0.00002146297,0.000001703072,0.000007192748,0.00003039918,6.715932e-7,0.0001717841],"genre_scores_gemma":[0.9996839,0.00008408463,0.00003050454,0.00001592056,0.000002769095,0.000007794515,0.00006719397,0.000001287423,0.000106712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006711205,"threshold_uncertainty_score":0.01334429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640230922513368,"score_gpt":0.4339941878167601,"score_spread":0.4075918785916264,"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."}}