{"id":"W4382465073","doi":"10.2196/41634","title":"Video Consultations in Primary Care Outside Office Hours","year":2023,"lang":"en","type":"article","venue":"Iproceedings","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Triage; Medicine; Danish; Population; Pandemic; Medical emergency; Coronavirus disease 2019 (COVID-19); Environmental health; Disease; Computer science","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":[0.001306451,0.0002078387,0.0003559094,0.00157578,0.0006674929,0.0009638568,0.0004373657,0.000389023,0.00890602],"category_scores_gemma":[0.01174648,0.0002209198,0.0003646523,0.002461924,0.0003147319,0.0005368633,0.0009165888,0.000423196,0.0006499552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099092,"about_ca_system_score_gemma":0.002036482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04399018,"about_ca_topic_score_gemma":0.0356172,"domain_scores_codex":[0.9955992,0.001744517,0.0003447926,0.0007069107,0.001031398,0.0005732015],"domain_scores_gemma":[0.9894227,0.004371937,0.003639192,0.0003193271,0.0009925844,0.001254267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009493193,0.0005608205,0.9118018,0.001631008,0.0001401154,0.0008617715,0.002870365,0.0004640117,0.0005295874,0.000339939,0.005845852,0.07400549],"study_design_scores_gemma":[0.0000923937,0.0009505993,0.9899042,0.0003386913,0.00007557679,0.0008435081,0.00165125,0.0003913858,0.0001847153,0.0001072008,0.005445179,0.00001527993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621276,0.003402806,0.0008559493,0.0005308736,0.00009418685,0.0007909834,0.01253177,0.00006745233,0.01959837],"genre_scores_gemma":[0.9939249,0.001027948,0.0006378927,0.0003066541,0.0001384497,0.0005603523,0.001725161,0.00001013436,0.001668544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04399018,"threshold_uncertainty_score":0.08746821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931909903234579,"score_gpt":0.2894122545067748,"score_spread":0.270093155474429,"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."}}