{"id":"W3024705130","doi":"10.2196/18354","title":"Using Remote Medical Care Services to prevent the spread of the novel coronavirus (Preprint)","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Preprint; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Coronavirus Infections; Internet privacy; Virology; Medicine; Computer science; Data science; World Wide Web; Outbreak; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003547741,0.0003284533,0.0002907523,0.0006135801,0.001450919,0.002555601,0.0006395821,0.001770952,0.03893358],"category_scores_gemma":[0.03093701,0.000148367,0.0005556491,0.0003024715,0.0005001575,0.001085298,0.001231692,0.002448464,0.00333078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043224,"about_ca_system_score_gemma":0.003567926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009230225,"about_ca_topic_score_gemma":0.01252905,"domain_scores_codex":[0.9976996,0.001322596,0.0001305262,0.0001579898,0.0004161996,0.0002732585],"domain_scores_gemma":[0.9929122,0.002957721,0.0009835307,0.0002552256,0.001342391,0.001548994],"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":[0.0005582083,0.0009451364,0.04151037,0.001872669,0.0002746242,0.000905887,0.001186727,0.0002692442,0.000871863,0.002603484,0.5325083,0.4164935],"study_design_scores_gemma":[0.001829414,0.004057464,0.2757851,0.009331373,0.0009481399,0.002721135,0.0105248,0.003523439,0.004263936,0.01591162,0.6709058,0.0001978202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1065873,0.0241211,0.003524563,0.7090481,0.03742183,0.00059568,0.00154358,0.0006275395,0.1165304],"genre_scores_gemma":[0.8036471,0.02496078,0.007598497,0.0878442,0.03418155,0.0003312549,0.001124294,0.0002321242,0.04008016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03893358,"threshold_uncertainty_score":0.1302458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1327836978022616,"score_gpt":0.4408370384296514,"score_spread":0.3080533406273898,"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."}}