{"id":"W3110653116","doi":"10.1503/cmaj.201686","title":"Diagnosis-wide analysis of COVID-19 complications: an exposure-crossover study","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Medicine; Confidence interval; Absolute risk reduction; Odds ratio; Coronavirus disease 2019 (COVID-19); Pneumonia; Internal medicine; Diagnosis code; Disease; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008039711,0.000941967,0.001322131,0.0008591806,0.0008564239,0.001296751,0.001126835,0.001799165,0.003704843],"category_scores_gemma":[0.01208127,0.0008786634,0.003426387,0.001271463,0.0008257668,0.0007316449,0.001474243,0.001541677,0.0004782175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006615439,"about_ca_system_score_gemma":0.0005858738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401275,"about_ca_topic_score_gemma":0.002351788,"domain_scores_codex":[0.9911602,0.004966038,0.0004871528,0.002361644,0.0005865701,0.0004384787],"domain_scores_gemma":[0.9871985,0.004852568,0.003366665,0.003010699,0.0007524964,0.0008191061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03298771,0.00144326,0.9421294,0.0005713961,0.01439152,0.0005176354,0.000703287,0.0004664747,0.001563272,0.0003239861,0.0008880554,0.004014016],"study_design_scores_gemma":[0.004801336,0.008941537,0.97452,0.0001053871,0.006583818,0.0006095415,0.00049724,0.001411895,0.0003283056,0.0004183357,0.001721224,0.00006131513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954656,0.001220901,0.001498201,0.00007557517,0.00005645472,0.0002731337,0.001017435,0.00001880153,0.0003739514],"genre_scores_gemma":[0.9976732,0.0001784736,0.0006312638,0.0001139015,0.00004325108,0.0002483631,0.0008904989,0.000008801709,0.000212161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008039711,"threshold_uncertainty_score":0.04251856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07234774415774116,"score_gpt":0.4338058851466547,"score_spread":0.3614581409889136,"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."}}