{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166313,0.0001307819,0.000258534,0.0004124421,0.00009784232,0.00002000682,0.000281634,0.0001310806,0.0002666068],"category_scores_gemma":[0.0001315073,0.0001172508,0.00008913143,0.0001703993,0.00004360719,0.0001059886,0.00007198667,0.0007690242,0.000002424723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001530924,"about_ca_system_score_gemma":0.0003577607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005964363,"about_ca_topic_score_gemma":0.001212605,"domain_scores_codex":[0.9975358,0.0001714969,0.0009933705,0.0001993122,0.0009372702,0.0001628046],"domain_scores_gemma":[0.9980425,0.0001037405,0.0008906285,0.00007444398,0.0007856108,0.0001030921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003706542,0.003557031,0.9535556,0.00002205144,0.000311885,0.00006477367,0.02594865,0.000002318494,0.0005015949,0.002563232,0.0005348494,0.01256733],"study_design_scores_gemma":[0.001710166,0.0004868825,0.9733514,0.00008708511,0.00001640638,0.0001079184,0.02068783,0.00001808326,0.00000248251,0.003271421,0.000163542,0.00009681359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868991,0.00003226502,0.00003210308,0.001395127,0.01019942,0.0002509523,0.00002456224,0.000005928193,0.001160536],"genre_scores_gemma":[0.9974909,0.00001438708,0.0005490737,0.0001236195,0.001763292,0.000007959571,0.00000451293,0.00001418047,0.00003203908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01979574,"threshold_uncertainty_score":0.4781347,"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."}}