{"id":"W3152886417","doi":"10.1101/2021.04.09.21255232","title":"Inpatient outcomes for hospitalized older adults with rhinovirus","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Rhinovirus; Confidence interval; Internal medicine; Pediatrics; Asthma; Retrospective cohort study; Disease; Respiratory system; Intensive care medicine; Emergency medicine","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":[0.0003313863,0.0002132744,0.0003274179,0.0006103773,0.0003312079,0.0005728017,0.0002108609,0.0002029506,0.00168793],"category_scores_gemma":[0.001897009,0.0001097762,0.0003928306,0.0006160749,0.0001732455,0.000309636,0.0006304104,0.0004365079,0.0001269711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004663297,"about_ca_system_score_gemma":0.000518625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00357074,"about_ca_topic_score_gemma":0.005329556,"domain_scores_codex":[0.9995408,0.000105462,0.00008972359,0.00005877756,0.00008698233,0.0001183342],"domain_scores_gemma":[0.9979957,0.0001766436,0.001230448,0.00004040866,0.0001696324,0.0003872144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004329776,0.00002267818,0.9977848,0.00003321601,0.00003107014,0.0001999372,0.00005096107,0.00003197815,0.00007564931,0.00001930998,0.0002669818,0.001440198],"study_design_scores_gemma":[0.000003637643,0.00008332315,0.998522,0.00004620507,0.0000240714,0.0005968613,0.0003234631,0.000160955,0.00004882742,0.00003722126,0.0001500046,0.000003532954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997595,0.0008612745,0.00006568844,0.0001275686,0.00002591727,0.00001035284,0.0006603891,0.000006280718,0.0006475567],"genre_scores_gemma":[0.9990842,0.0002856028,0.00004291249,0.00004616302,0.00003168067,0.000004908223,0.0004546617,8.847452e-7,0.00004896042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00357074,"threshold_uncertainty_score":0.007099926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03661748053707293,"score_gpt":0.3532994200721226,"score_spread":0.3166819395350497,"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."}}