{"id":"W2808173681","doi":"10.2196/10424","title":"They Don’t Care About Us! Care Personnel’s Perspectives on Ambient Assisted Living Technology Usage: Scenario-Based Survey Study","year":2018,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Assisted living; Context (archaeology); Perception; Assisted Living Facility; Nursing; Psychology; Emerging technologies; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009035307,0.0004375655,0.0005087124,0.001265006,0.002011602,0.00017371,0.0007692299,0.0007684737,0.00003469563],"category_scores_gemma":[0.01059043,0.0003971467,0.0001165313,0.001572076,0.004984643,0.0002333132,0.0002908189,0.0006888839,0.0000307281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009781711,"about_ca_system_score_gemma":0.0002672588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127924,"about_ca_topic_score_gemma":0.04228745,"domain_scores_codex":[0.9962643,0.0007802877,0.0004176765,0.001279717,0.0005834903,0.0006744952],"domain_scores_gemma":[0.9957461,0.001513743,0.000296612,0.0008515672,0.001515852,0.00007613522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008368633,0.0005846721,0.7843093,0.00004502068,0.00004708779,0.000005848903,0.1822898,0.000002149287,0.0001321884,0.002605016,0.0001203315,0.02977492],"study_design_scores_gemma":[0.0004069712,0.001706608,0.4967261,0.0001487371,0.00001594381,4.240723e-7,0.4999283,0.000006152332,0.00009363634,0.0001091941,0.0006125075,0.0002454622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874903,0.0006462441,0.00007204546,0.003888472,0.0001932671,0.002476192,0.00006836598,0.003998291,0.001166841],"genre_scores_gemma":[0.996788,0.00003057664,0.002152635,0.00003844332,0.00003988268,0.000827828,0.00001005368,0.00003874646,0.00007388384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3176385,"threshold_uncertainty_score":0.9998481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888558091118993,"score_gpt":0.323613110917666,"score_spread":0.3047275300064761,"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."}}