{"id":"W4220754653","doi":"10.2196/36346","title":"Normalizing Telemonitoring in Nurse-Led Care Models for Complex Chronic Patient Populations: Case Study","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; North York General Hospital; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto; University Health Network","funders":"","keywords":"Chronic care; Normalization (sociology); Nursing; Medicine; Intervention (counseling); Qualitative research; Chronic disease; Psychology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01072314,0.00050634,0.0004439688,0.0007690222,0.007274538,0.002938122,0.002128911,0.002320501,0.001456256],"category_scores_gemma":[0.02577561,0.0005367702,0.0007941895,0.001044348,0.003333865,0.002141188,0.004244373,0.002694706,0.0002155608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007568027,"about_ca_system_score_gemma":0.006696349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007331595,"about_ca_topic_score_gemma":0.0204065,"domain_scores_codex":[0.9829614,0.01333894,0.0003299893,0.0006573451,0.001251362,0.001461055],"domain_scores_gemma":[0.9884085,0.005149119,0.001773946,0.001182351,0.0007969869,0.002689197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006269642,0.02052498,0.2251568,0.0008524135,0.0001205184,0.03659907,0.4833169,0.004747345,0.002592034,0.01213444,0.01124107,0.2020875],"study_design_scores_gemma":[0.0008488022,0.01318487,0.1335532,0.00171649,0.0002238545,0.04628338,0.6638488,0.04006116,0.004887045,0.008312525,0.08666565,0.0004141423],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916146,0.0001501297,0.002943802,0.001447955,0.00003768736,0.0003750849,0.00001959077,0.000026223,0.003384876],"genre_scores_gemma":[0.9923815,0.0003127902,0.005746972,0.0004107842,0.0000368972,0.0003561522,0.00002165761,0.00001670955,0.0007165456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072314,"threshold_uncertainty_score":0.05671006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108776353395183,"score_gpt":0.4450593184088955,"score_spread":0.3341816830693771,"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."}}