{"id":"W3131166040","doi":"10.1136/bmjopen-2020-045442","title":"Covidogram as a simple tool for predicting severe course of COVID-19: population-based study","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Asymptomatic; Internal medicine; Diabetes mellitus; Population; Disease; Endocrinology","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":[0.003220984,0.0007008761,0.000593494,0.001308173,0.0004428071,0.001045461,0.0005452579,0.001004131,0.00147129],"category_scores_gemma":[0.007710353,0.0004339989,0.001106741,0.0009667359,0.0003966517,0.0008705972,0.0009870064,0.0009419067,0.0003265245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003792027,"about_ca_system_score_gemma":0.0004671372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003414786,"about_ca_topic_score_gemma":0.002781224,"domain_scores_codex":[0.9986172,0.0005850755,0.00009123624,0.0003753719,0.0002102531,0.0001208963],"domain_scores_gemma":[0.9973449,0.0009502886,0.0006512852,0.0003857798,0.0003126978,0.0003550454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002602323,0.00005292111,0.9982507,0.000007154413,0.0001042562,0.00002967275,0.00003370308,0.0001578316,0.00007612293,0.00001315809,0.00006257553,0.000951637],"study_design_scores_gemma":[0.00006056463,0.0007182526,0.9939077,0.00001424984,0.0001635627,0.0002168307,0.0002003363,0.004346015,0.00007704266,0.00006051336,0.0002161131,0.00001879332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981993,0.0001218331,0.0008611171,0.00003155315,0.00001727317,0.00003909216,0.0004299537,0.000009211548,0.0002907027],"genre_scores_gemma":[0.9990857,0.00004381697,0.0003559892,0.00001552855,0.00001385366,0.00002787999,0.0003811698,0.000003744265,0.00007239881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003414786,"threshold_uncertainty_score":0.01703441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702582689013975,"score_gpt":0.5680598978574674,"score_spread":0.3978016289560699,"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."}}