{"id":"W3033884123","doi":"10.1101/2020.05.27.20115238","title":"THE TIME COURSE OF THERAPEUTIC INTERVENTIONS FOR COVID-19","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Observational study; Clinical trial; Medicine; Psychological intervention; Coronavirus disease 2019 (COVID-19); Randomized controlled trial; Family medicine; Disease; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0171098,0.0007116969,0.003429808,0.003368802,0.0005185095,0.002929688,0.001020939,0.001465166,0.01041491],"category_scores_gemma":[0.07456096,0.0005789856,0.006253548,0.004509671,0.0006915056,0.002685112,0.001127157,0.002423754,0.0007690233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002742495,"about_ca_system_score_gemma":0.006194859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002560055,"about_ca_topic_score_gemma":0.00425364,"domain_scores_codex":[0.9794049,0.009237455,0.006820037,0.001889862,0.002176041,0.0004715934],"domain_scores_gemma":[0.9057463,0.06960208,0.01680326,0.001309825,0.005640218,0.0008983616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.01227897,0.0003527914,0.009833639,0.6593936,0.02939427,0.0001557618,0.0003963578,0.0008090106,0.0006726981,0.003340011,0.009388161,0.2739848],"study_design_scores_gemma":[0.0110494,0.008489107,0.06033523,0.6290919,0.143923,0.0009235932,0.001023461,0.001336487,0.003315675,0.009749252,0.1305353,0.0002275945],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006544261,0.9814878,0.0009557411,0.001939423,0.0004813433,0.001378922,0.004107777,0.00003029346,0.003074517],"genre_scores_gemma":[0.2320944,0.7427946,0.00550995,0.004072108,0.001138877,0.008199329,0.004756456,0.00007061623,0.001363543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0171098,"threshold_uncertainty_score":0.09048635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.226226287129101,"score_gpt":0.5281020141521366,"score_spread":0.3018757270230357,"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."}}