{"id":"W2937082344","doi":"10.2196/13228","title":"How Prefrail Older People Living Alone Perceive Information and Communications Technology and What They Would Ask a Robot for: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Meaning (existential); Independence (probability theory); Psychology; Qualitative research; Gerontology; Independent living; Everyday life; Activities of daily living; Information and Communications Technology; Social psychology; Applied psychology; Medicine; Sociology; Computer science; Psychiatry; Psychotherapist; World Wide Web","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":[0.004847303,0.00009353478,0.000296422,0.0006590543,0.0001038404,0.0004358744,0.0005969281,0.0003618962,0.0007086653],"category_scores_gemma":[0.002609534,0.00007228258,0.00005508927,0.0002266606,0.0002572694,0.001046162,0.0003936363,0.002036285,0.00004179101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007945831,"about_ca_system_score_gemma":0.00009496461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003059473,"about_ca_topic_score_gemma":0.0006324055,"domain_scores_codex":[0.9974379,0.0009227432,0.0004334082,0.0001304889,0.0008244741,0.0002510076],"domain_scores_gemma":[0.9957069,0.002837315,0.0002387122,0.0002819547,0.000755304,0.0001798633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003034366,0.0006525991,0.008616628,0.00005116219,0.0004185193,0.000005495751,0.8904887,3.183617e-7,0.00005592742,0.007342058,0.006690789,0.08537435],"study_design_scores_gemma":[0.001659627,0.001628793,0.01954252,0.0004030903,0.00002042905,0.0001295454,0.9650146,0.0003566551,0.000004611727,0.000837706,0.01031954,0.00008282242],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410623,0.001171897,0.001660695,0.05437653,0.0004647712,0.0006353522,0.000002112497,0.00001307942,0.0006132312],"genre_scores_gemma":[0.9965087,0.0008511831,0.0002217771,0.0002441733,0.00008422577,0.00005493262,0.000002224167,0.000009797306,0.002022964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08529152,"threshold_uncertainty_score":0.884676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123028851974441,"score_gpt":0.5120558475358571,"score_spread":0.399752962338413,"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."}}