{"id":"W4307983423","doi":"10.21203/rs.3.rs-1971954/v1","title":"Beyond Plan-Do-Study-Act cycle – Staff perceptions on facilitators and barriers to implementation of telepresence robots in long-term care","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Vancouver Foundation","keywords":"Thematic analysis; Loneliness; General partnership; Psychology; Health care; Nursing; Videoconferencing; Focus group; Isolation (microbiology); Medical education; Qualitative research; Medicine; Sociology; Computer science; Political science; Social psychology; Multimedia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01768689,0.0002144348,0.00023061,0.0003959672,0.001950733,0.002784306,0.0007933321,0.0008446517,0.006454069],"category_scores_gemma":[0.05367889,0.0004208993,0.0004057457,0.0003204461,0.001947294,0.002972961,0.002472601,0.001770035,0.0005220459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609183,"about_ca_system_score_gemma":0.01560181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189287,"about_ca_topic_score_gemma":0.01995355,"domain_scores_codex":[0.9878303,0.007621808,0.0005831142,0.0004701016,0.001963875,0.001530744],"domain_scores_gemma":[0.9274842,0.04687615,0.007991586,0.00205142,0.00632456,0.009272086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007181723,0.001586038,0.4136229,0.000700067,0.0001071832,0.0003538282,0.4668674,0.0004148741,0.00298951,0.003294082,0.004512484,0.1048334],"study_design_scores_gemma":[0.00006176725,0.001214426,0.4347433,0.0005996759,0.00006490009,0.0002008482,0.5414488,0.0008927819,0.001058552,0.001119645,0.01852967,0.000065723],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864979,0.000178264,0.001930501,0.003021325,0.00005941622,0.0001371857,0.00005956231,0.00003294074,0.008082996],"genre_scores_gemma":[0.9976471,0.0001043503,0.0008096604,0.0003026761,0.000008312841,0.00008209449,0.00002403478,0.00001370356,0.001008097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768689,"threshold_uncertainty_score":0.09353834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0625569750746555,"score_gpt":0.5056593297967643,"score_spread":0.4431023547221088,"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."}}