{"id":"W2883606305","doi":"10.1177/1471301218790037","title":"Rethinking the assumptions of intervention research concerned with care at home for people with dementia","year":2018,"lang":"en","type":"article","venue":"Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Dementia; Intervention (counseling); Psychological intervention; Psychology; Institutionalisation; Context (archaeology); Nursing; Gerontology; Disease; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001191474,0.0001461983,0.0002363759,0.0001909012,0.0005934393,0.00005662511,0.0002076073,0.00005798203,0.001103046],"category_scores_gemma":[0.00005416372,0.00008858628,0.0001059738,0.0004690759,0.0005332954,0.000113927,0.0001796812,0.0002119865,0.00004200871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039587,"about_ca_system_score_gemma":0.0001361749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001308389,"about_ca_topic_score_gemma":0.002265595,"domain_scores_codex":[0.9977026,0.0001849165,0.0002855485,0.0003556189,0.0009679465,0.0005033959],"domain_scores_gemma":[0.9974347,0.0001473725,0.00012674,0.0003973926,0.00179456,0.00009920177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002965394,0.0003441163,0.9720963,0.0006634106,0.002061739,0.000009442697,0.005765683,0.000001119846,0.006852013,0.0009435792,0.002853293,0.005443878],"study_design_scores_gemma":[0.009282106,0.01154858,0.8990323,0.0008811806,0.001833482,0.00003462214,0.005940055,0.0001917324,0.05958302,0.0005005921,0.01092968,0.0002426528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876946,0.0008028413,0.005201562,0.0006443111,0.00007439443,0.001910623,0.0000286648,0.00003444109,0.003608621],"genre_scores_gemma":[0.9967202,0.00002368264,0.001235491,0.0000745317,0.0001362625,0.000399673,0.0001694409,0.00003358813,0.001207118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07306402,"threshold_uncertainty_score":0.9998101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05991651161335609,"score_gpt":0.3847378003519553,"score_spread":0.3248212887385992,"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."}}