{"id":"W6904576486","doi":"10.1371/journal.pone.0277065.s001","title":"Methods details.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Triage; Pandemic; Outpatient visits; Telemedicine; Ambulatory care; Health care","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004931523,0.002078872,0.001670224,0.004022658,0.002982728,0.002810582,0.004256513,0.002245343,0.6391815],"category_scores_gemma":[0.01276552,0.001154438,0.001337851,0.004108111,0.0007380363,0.00148064,0.002151329,0.001921951,0.3427217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718812,"about_ca_system_score_gemma":0.009646185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02695765,"about_ca_topic_score_gemma":0.03639996,"domain_scores_codex":[0.9973844,0.0006404927,0.0003709326,0.000600555,0.0006295341,0.0003740246],"domain_scores_gemma":[0.9949609,0.001206203,0.000299988,0.001128218,0.001780819,0.0006239272],"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":[0.001021059,0.0004695161,0.003596397,0.003512875,0.00006668917,0.0004371238,0.0005160436,0.0005001864,0.001623559,0.006232973,0.8904531,0.09157058],"study_design_scores_gemma":[0.0001594882,0.0001160592,0.001714763,0.0005801014,0.00003886804,0.0002225853,0.0002289619,0.0002147565,0.0006254013,0.001670969,0.9944063,0.00002186901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.005267774,0.004786422,0.02226256,0.00456511,0.003736096,0.0248315,0.6911721,0.004737918,0.2386405],"genre_scores_gemma":[0.02628681,0.0100779,0.05946901,0.01110505,0.001244977,0.07168689,0.5081906,0.004183049,0.3077558],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3608185,"threshold_uncertainty_score":0.5146638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1794603357856125,"score_gpt":0.488023947840047,"score_spread":0.3085636120544344,"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."}}