{"id":"W2230835151","doi":"10.1177/0840470415581232","title":"Gender differences in the rate of restriction to room among Ontario forensic patients","year":2015,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychological intervention; Mental health; Intervention (counseling); Forensic science; Psychology; Control (management); Medicine; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001382431,0.0004065903,0.001406879,0.0006896976,0.0003436552,0.00001843114,0.0005238496,0.0003779282,0.00004287767],"category_scores_gemma":[0.00004112883,0.0002670723,0.0002357175,0.001024747,0.00002781456,0.00007410306,0.0002987965,0.0009057194,0.00008628993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311519,"about_ca_system_score_gemma":0.0005961588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07004898,"about_ca_topic_score_gemma":0.2009546,"domain_scores_codex":[0.9951809,0.001518798,0.001379632,0.0005245921,0.0005337627,0.0008622903],"domain_scores_gemma":[0.9978268,0.0002422328,0.0007906127,0.0007449366,0.0002271661,0.0001682806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004758869,0.0001309957,0.1107298,0.0289519,0.0000985025,0.00001304057,0.007383289,5.091411e-7,3.355943e-10,0.001890839,0.1465411,0.7042124],"study_design_scores_gemma":[0.0003529405,0.0002192311,0.1388347,0.006943567,0.000247775,2.13924e-7,0.00602575,3.480573e-7,1.811844e-9,0.0007783171,0.8463764,0.0002207994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009814127,0.9518957,0.00004061098,0.001886016,0.007518276,0.01712392,0.0001459863,0.0001031324,0.01147222],"genre_scores_gemma":[0.005864871,0.9888147,0.0001002134,0.0008493747,0.0001998598,0.001402629,0.0004968366,0.00006613185,0.002205435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7039915,"threshold_uncertainty_score":0.9999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1562159723209675,"score_gpt":0.4136609339535341,"score_spread":0.2574449616325666,"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."}}