{"id":"W4220736446","doi":"10.1111/ppc.13065","title":"Increasing capacity to address the physical health needs of patients in a mental health and addictions hospital","year":2022,"lang":"en","type":"article","venue":"Perspectives In Psychiatric Care","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; North York General Hospital; Centre for Addiction and Mental Health; Western University","funders":"","keywords":"Mental health; Addiction; Physical health; Mental capacity; Psychiatry; Psychology; Nursing; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002021798,0.0001130815,0.0002139641,0.0004013776,0.0004275265,0.00002254593,0.0001049016,0.00001505569,0.000009727558],"category_scores_gemma":[0.000046193,0.0001085024,0.00005479031,0.001084937,0.00006274159,0.00009471078,0.00006562741,0.0002547781,3.579894e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398284,"about_ca_system_score_gemma":0.00006098178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008270296,"about_ca_topic_score_gemma":0.0007387561,"domain_scores_codex":[0.9986088,0.0003934089,0.0002520483,0.0002300846,0.0002756761,0.0002399884],"domain_scores_gemma":[0.9995012,0.00007950992,0.000145511,0.0001454634,0.00004137491,0.00008697814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002362734,0.0009794713,0.3743092,0.00003060991,0.000005993798,6.812222e-8,0.6162667,0.00007990076,0.000002732083,0.0005665668,0.001747176,0.005775273],"study_design_scores_gemma":[0.001044987,0.001579991,0.5080103,0.000039228,0.000005648197,0.000001458321,0.4886659,0.00004189225,0.000003314256,0.0002398546,0.0002705157,0.00009685735],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846957,0.002155297,0.00000250972,0.01080985,0.001012379,0.0009041227,0.0002414936,0.00001680486,0.0001618805],"genre_scores_gemma":[0.999108,0.00003915533,0.0001867925,0.0004342894,0.00008288526,0.00009322876,0.00003976727,0.0000148112,0.000001048978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1337011,"threshold_uncertainty_score":0.9983337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009151807116314319,"score_gpt":0.3083138557233043,"score_spread":0.29916204860699,"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."}}