{"id":"W6989280697","doi":"","title":"Antipsychotic medications and disruptive behavior in long term care : a path analysis / by Annie Roy.","year":2008,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antipsychotic; Cognition; Delirium; Cognitive impairment; Activities of daily living; Depression (economics); Long-term care","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001388514,0.0004777625,0.0008537036,0.002740718,0.0004782842,0.00003640377,0.0006162355,0.000894574,0.0002302535],"category_scores_gemma":[0.00004888082,0.0005298451,0.0003171476,0.002981183,0.000236234,0.0001046199,0.00006890663,0.001050808,0.00008875431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003731448,"about_ca_system_score_gemma":0.0003706124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005743913,"about_ca_topic_score_gemma":0.2847968,"domain_scores_codex":[0.9971083,0.000532084,0.0005029979,0.001007959,0.0002773761,0.000571233],"domain_scores_gemma":[0.9977562,0.0003643783,0.0002968346,0.0008544376,0.0003229745,0.0004051418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005196042,0.002541403,0.7112476,0.0003667793,0.001735602,0.01270284,0.1279596,0.000001733587,0.00002911481,0.0004324157,0.002735823,0.1397275],"study_design_scores_gemma":[0.001019009,0.0001307399,0.9705238,0.0004086586,0.001294648,0.00006322192,0.01648084,0.000003869269,0.00000203226,0.000006974859,0.009554637,0.0005115554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940613,0.008355589,0.0000939362,0.00007219664,0.0007908722,0.0006519438,0.000528673,0.00009490663,0.04879888],"genre_scores_gemma":[0.9738808,0.0001384841,0.00001007015,0.000002832664,0.0000546842,0.00002162561,0.00405344,0.00005106181,0.02178701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2842224,"threshold_uncertainty_score":0.9997153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694906527726734,"score_gpt":0.3492810274162822,"score_spread":0.3223319621390148,"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."}}