{"id":"W4239689275","doi":"10.51731/cjht..29","title":"List of 2021 Health Technology Trends to Watch","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Wearable computer; Health care; Health technology; Emerging technologies; Psychological intervention; Wearable technology; Biomedical technology; Business; Disruptive technology; Digital health; Medicine; Computer science; Internet privacy; Engineering; Nursing; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001515011,0.001207658,0.001405489,0.01245589,0.001236341,0.004384832,0.001509995,0.002572902,0.1747795],"category_scores_gemma":[0.01405151,0.0005536762,0.001469869,0.01772491,0.0003252206,0.003184502,0.00161107,0.002262574,0.09035856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00338213,"about_ca_system_score_gemma":0.01380194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06864831,"about_ca_topic_score_gemma":0.1045374,"domain_scores_codex":[0.9980391,0.0001097359,0.0002497174,0.0001680081,0.00112133,0.0003121075],"domain_scores_gemma":[0.9835466,0.001650735,0.001509656,0.0002716311,0.01056307,0.002458203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004371455,0.00001458294,0.0005637353,0.001745872,0.00001647953,0.00003775563,0.00001809839,0.00006380441,0.0001124452,0.001079971,0.9251451,0.07115845],"study_design_scores_gemma":[0.0000447033,0.00004236607,0.005987893,0.002499762,0.00004628616,0.00008544097,0.00005744601,0.0001281699,0.0001530794,0.0006172713,0.9903156,0.00002204153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.00229012,0.07221841,0.002624677,0.02825408,0.02144102,0.001355143,0.5776073,0.004059411,0.29015],"genre_scores_gemma":[0.01298195,0.1165796,0.008336383,0.02905368,0.007944575,0.002061374,0.6307578,0.001341006,0.1909436],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1747795,"threshold_uncertainty_score":0.5846958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2160682696672634,"score_gpt":0.5024861054777943,"score_spread":0.2864178358105309,"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."}}