{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001601676,0.0001291363,0.0007700337,0.001186869,0.0001296281,0.00001380151,0.0002428238,0.0001877507,0.0002549559],"category_scores_gemma":[0.008989976,0.0001187344,0.0001123108,0.001841392,0.0001770997,0.00009009818,0.00005062456,0.0006821781,0.000008526911],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000663908,"about_ca_system_score_gemma":0.01092093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01002449,"about_ca_topic_score_gemma":0.03289953,"domain_scores_codex":[0.9969619,0.00009739317,0.001976245,0.0002007135,0.0002452601,0.0005185087],"domain_scores_gemma":[0.9971979,0.0001804691,0.001055948,0.000468526,0.0008378421,0.0002592632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002436272,0.00004543109,0.008666073,0.0001012505,0.00004592356,0.0002022647,0.0001267305,0.000005084515,0.0003444274,0.0006796621,0.03610255,0.9536563],"study_design_scores_gemma":[0.001481129,0.002855465,0.01547361,0.0007414229,0.00004640223,0.001808076,0.02014638,0.000007655447,0.003832592,0.002185978,0.951262,0.0001593098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08767977,0.02031817,0.0008339279,0.8902617,0.0004458457,0.0002203903,0.00003918487,0.00004971855,0.0001513428],"genre_scores_gemma":[0.9802103,0.0007742671,0.01358968,0.005138554,0.00003308357,0.000007126373,0.0000150725,0.00001882704,0.0002131167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9534969,"threshold_uncertainty_score":0.9993577,"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."}}