{"id":"W4411713626","doi":"10.1177/20552076251354904","title":"Reflexive case studies on conducting technology implementation research in long-term care homes","year":2025,"lang":"en","type":"article","venue":"Digital Health","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network; University of British Columbia","funders":"","keywords":"Thematic analysis; Reflexivity; Quality (philosophy); Sustainability; Health care; Workforce; Knowledge management; Qualitative research; Business; Public relations; Medical education; Psychology; Medicine; Sociology; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2326544,0.001868509,0.001516104,0.00461934,0.01962865,0.01572436,0.008655361,0.00912187,0.007787902],"category_scores_gemma":[0.2476765,0.0018188,0.002145776,0.003934387,0.02869629,0.01862171,0.01955556,0.01007111,0.001608159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01481505,"about_ca_system_score_gemma":0.02676364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003606249,"about_ca_topic_score_gemma":0.009408718,"domain_scores_codex":[0.6267527,0.3347294,0.00970514,0.008057761,0.01289437,0.007860706],"domain_scores_gemma":[0.6157394,0.3146952,0.01545199,0.02326297,0.02148165,0.009368837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001878285,0.001175195,0.00335887,0.004311086,0.00009525588,0.00568583,0.8714694,0.000679078,0.001247139,0.05187385,0.007302357,0.052614],"study_design_scores_gemma":[0.0001902094,0.0008657578,0.001498565,0.008877127,0.00008138145,0.002317838,0.8432568,0.0007322474,0.002243166,0.02036115,0.1194763,0.00009953318],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.484497,0.017505,0.2267411,0.06199661,0.004029089,0.03718667,0.0007022776,0.0006328291,0.1667093],"genre_scores_gemma":[0.7809296,0.008463915,0.1575111,0.01051477,0.0004537269,0.02658525,0.0002489651,0.000196756,0.01509599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2326544,"threshold_uncertainty_score":0.9462737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2880447687273988,"score_gpt":0.6337385547546067,"score_spread":0.345693786027208,"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."}}