{"id":"W2803996027","doi":"10.1016/j.jamda.2018.02.013","title":"Process Evaluation of an Intervention for the Management of Neuropsychiatric Symptoms in Young-Onset Dementia","year":2018,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"ZonMw; Alzheimer Society","keywords":"Intervention (counseling); Medicine; Fidelity; External validity; Nursing; Dementia; Quality management; Quality (philosophy); Family medicine; Psychology; Management system; Operations management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01935867,0.00007458473,0.0002637994,0.0001767441,0.0002149162,0.000005094807,0.0004959832,0.00004697185,0.0001358651],"category_scores_gemma":[0.005253282,0.00004483014,0.000111351,0.001093683,0.0001379797,0.0001539499,0.00005143197,0.0002642075,0.000001864256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004870842,"about_ca_system_score_gemma":0.0005942726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006378899,"about_ca_topic_score_gemma":0.0009514192,"domain_scores_codex":[0.9934499,0.002590157,0.001435339,0.000109088,0.002151003,0.0002645299],"domain_scores_gemma":[0.9922475,0.001190791,0.004958437,0.0001774283,0.001331736,0.00009407868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001664589,0.0001811788,0.9363025,0.0001823771,0.0001954468,1.162425e-7,0.004556468,0.00003427591,0.00006531457,0.00004616395,0.001762323,0.05650732],"study_design_scores_gemma":[0.001573481,0.0003710151,0.9905691,0.0002609636,0.000264287,8.840447e-7,0.002640923,0.003612266,0.0000761601,0.0003746057,0.0002162277,0.00004004531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917757,0.00002736405,0.0007155455,0.00513183,0.001373855,0.0008353805,0.00001589537,0.000004317127,0.0001201388],"genre_scores_gemma":[0.9985263,0.00004212264,0.0002133978,0.0008654005,0.0002597907,0.00005816315,0.000001499029,0.000008641396,0.0000247357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05646728,"threshold_uncertainty_score":0.6709366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1431859740446358,"score_gpt":0.6002431636701069,"score_spread":0.457057189625471,"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."}}