{"id":"W2005296552","doi":"10.1080/14999010903199340","title":"Involuntary Outpatient Commitment in Florida: Case Information and Provider Experience and Opinions","year":2009,"lang":"en","type":"article","venue":"International Journal of Forensic Mental Health","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statute; Order (exchange); Medicine; Emergency department; Family medicine; Medical emergency; Political science; Law; Psychiatry; Business","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":[0.0004263944,0.00008967234,0.0001646235,0.000256689,0.00007707967,0.00003268931,0.00009139538,0.00004772836,0.00002314165],"category_scores_gemma":[0.00004339753,0.00007325403,0.00002762925,0.00005889422,0.00005691855,0.0003054377,0.00002905844,0.0002230147,0.000003178376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706966,"about_ca_system_score_gemma":0.0001107768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008730137,"about_ca_topic_score_gemma":0.0001524939,"domain_scores_codex":[0.998605,0.00008905659,0.0007172649,0.00009719221,0.000324828,0.0001666977],"domain_scores_gemma":[0.9992265,0.00006493361,0.0003391335,0.00007300075,0.0001129442,0.0001834641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003418709,0.0001816155,0.008326228,0.00001539728,0.00003264599,0.001564029,0.05361338,0.000007128919,0.000002100698,0.001355021,0.002148987,0.9324116],"study_design_scores_gemma":[0.009871837,0.006409809,0.7071977,0.001948909,0.00001127966,0.1325202,0.09811857,0.0008152988,0.00004381046,0.005559178,0.03701617,0.0004872893],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831435,0.0004760216,0.0001435573,0.01356518,0.002255168,0.0002207095,0.00003915409,0.000004965939,0.0001517264],"genre_scores_gemma":[0.9956064,0.0001766957,0.0009778365,0.003079517,0.0001217333,0.000003502633,0.00002098262,0.00000309123,0.00001020264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9319243,"threshold_uncertainty_score":0.2987213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439052502549429,"score_gpt":0.3980818580861846,"score_spread":0.3636913330606903,"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."}}