{"id":"W4220768103","doi":"10.21203/rs.3.rs-1224449/v1","title":"Effects of the Covid-19 Pandemic on the use of online video consultation of general practitioners in Germany – a secondary data analysis of German Health Insurance Data","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); German; Government (linguistics); Psychological intervention; Descriptive statistics; Pandemic; Telemedicine; Health care; Family medicine; Medicine; Coronavirus disease 2019 (COVID-19); Nursing; Geography; Disease; Political science; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.007633651,0.0004171628,0.0006328048,0.00383749,0.0003269431,0.001627322,0.0006340466,0.0006369441,0.003065832],"category_scores_gemma":[0.02347215,0.0002320746,0.001512783,0.004814452,0.0005993759,0.0007603514,0.001257305,0.0008816385,0.0005208346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367281,"about_ca_system_score_gemma":0.001181083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03412216,"about_ca_topic_score_gemma":0.01647641,"domain_scores_codex":[0.9907234,0.00444478,0.00100184,0.001467939,0.001249982,0.001112005],"domain_scores_gemma":[0.9594318,0.02560745,0.01008543,0.002152567,0.001738253,0.0009845382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004127876,0.0001462273,0.9910449,0.0001846497,0.0005790131,0.0001596866,0.000412358,0.0008800234,0.00009074048,0.000200266,0.001848353,0.004041174],"study_design_scores_gemma":[0.00001362915,0.0001093297,0.9962711,0.00005782273,0.0001002754,0.0000784958,0.0006737729,0.001960747,0.0000811474,0.0000353251,0.0006087957,0.000009642933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801431,0.0003705464,0.0002122377,0.0001903575,0.00001033671,0.00004846223,0.01846779,0.00001451742,0.0005426436],"genre_scores_gemma":[0.9846131,0.0001090983,0.0002148751,0.00004684886,0.00001241588,0.00007550535,0.01474173,0.000006441782,0.0001799923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03412216,"threshold_uncertainty_score":0.06784713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3414002518573991,"score_gpt":0.5441609629891894,"score_spread":0.2027607111317902,"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."}}