{"id":"W4367606133","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a4509","title":"The Canadian COVID-19 Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Computer science; Medicine; Virology; Outbreak; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001506405,0.001101632,0.001394106,0.002845884,0.004292934,0.001579514,0.002533865,0.00137275,0.006563649],"category_scores_gemma":[0.002961588,0.0009225848,0.00171808,0.008117153,0.0005038948,0.0006740251,0.001563758,0.001565129,0.001220089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02484782,"about_ca_system_score_gemma":0.03571688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926466,"about_ca_topic_score_gemma":0.9959456,"domain_scores_codex":[0.9980952,0.0001623183,0.0001122723,0.0003444493,0.0007366805,0.0005490177],"domain_scores_gemma":[0.9974532,0.00006784585,0.0002513177,0.0001662562,0.001617197,0.0004440864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007842874,0.0001007925,0.9070445,0.000272326,0.0009474556,0.0003508086,0.0006659612,0.0002446265,0.0003808109,0.001849808,0.07596433,0.01139426],"study_design_scores_gemma":[0.0001057637,0.00002489215,0.9831827,0.0001471763,0.0002304349,0.0001022379,0.0004876452,0.0001611876,0.00005268612,0.0001637709,0.01530503,0.00003645833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5610476,0.01411188,0.001452537,0.00438754,0.0007856087,0.0008403298,0.3791431,0.0001576305,0.03807368],"genre_scores_gemma":[0.8822247,0.008555508,0.002612725,0.001652233,0.0002085357,0.001037539,0.08389973,0.00009244531,0.01971667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02484782,"threshold_uncertainty_score":0.1802844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226829673263981,"score_gpt":0.297612012198645,"score_spread":0.2753437154660052,"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."}}