{"id":"W3183002265","doi":"10.51731/cjht.2021.80","title":"An Overview of Direct-to-Patient Virtual Visits in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Videoconferencing; Phone; The Internet; Internet privacy; Health literacy; Language barrier; Business; Nursing; Medicine; Medical emergency; Political science; Computer science; Multimedia; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0003567851,0.00009292243,0.0005005108,0.0005524819,0.00005385056,0.000004479179,0.000120451,0.0000505801,0.00005685851],"category_scores_gemma":[0.000541855,0.00008372406,0.0000288313,0.0006777797,0.00002617577,0.00006364308,0.00001142897,0.0002696807,6.626716e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383755,"about_ca_system_score_gemma":0.02982209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8873006,"about_ca_topic_score_gemma":0.9890667,"domain_scores_codex":[0.998267,0.0000718736,0.0008939106,0.0001218742,0.0002517884,0.000393532],"domain_scores_gemma":[0.9988425,0.00004811574,0.0003483714,0.0002260475,0.0002760121,0.0002589451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002011166,0.00002640643,0.08855984,0.0002048494,0.00001652566,0.0006391205,0.000550972,0.00003000576,0.0001054255,0.0002593716,0.004559265,0.9050281],"study_design_scores_gemma":[0.002233585,0.005790824,0.6764539,0.002076042,0.00003511067,0.0008646924,0.0520987,0.00003397776,0.01054133,0.0002760233,0.2493558,0.0002400052],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310821,0.03244404,0.00003248396,0.0357792,0.0002974897,0.0002453697,0.00003699892,0.00001361731,0.00006867651],"genre_scores_gemma":[0.9945291,0.0007490066,0.0007317919,0.003952996,0.000009997311,0.00000374313,0.000008888772,0.000009338104,0.000005184985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9047881,"threshold_uncertainty_score":0.9756779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05536056785247057,"score_gpt":0.356793644918707,"score_spread":0.3014330770662364,"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."}}