{"id":"W6894385648","doi":"10.5683/sp3/lfpt7h","title":"COVID-19 Occupational Risks, Seroprevalence and Immunity among Paramedics in Canada [study data contributed to the CITF Databank]","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seroprevalence; Serology; Demographics; Cohort; Transmission (telecommunications); Blood test; Test (biology); Cohort study; Epidemiology","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":[0.000951057,0.0005918073,0.0006773967,0.002697368,0.00283884,0.001260946,0.002190901,0.0006584821,0.01078528],"category_scores_gemma":[0.00371662,0.0006327779,0.0007932236,0.006638185,0.0004106996,0.0004518089,0.001148771,0.001003741,0.001257685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02062698,"about_ca_system_score_gemma":0.04202733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955967,"about_ca_topic_score_gemma":0.9954529,"domain_scores_codex":[0.9990156,0.00007341072,0.0001005584,0.0001926156,0.0002499431,0.0003678628],"domain_scores_gemma":[0.9962395,0.0001868451,0.0004660889,0.0002128042,0.002217444,0.0006773012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004724769,0.0000986017,0.7771126,0.001126327,0.000320245,0.000157783,0.001003368,0.0003797219,0.0002200808,0.0004877777,0.2014514,0.01716963],"study_design_scores_gemma":[0.0001143404,0.00004996317,0.9805629,0.0007441914,0.0001207457,0.00008691605,0.001097719,0.0002863301,0.00009426797,0.0000988178,0.01670381,0.00003994901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.16029,0.00166274,0.0003120708,0.0008554955,0.00007793766,0.0005123572,0.8302437,0.00008127484,0.005964471],"genre_scores_gemma":[0.575332,0.003850572,0.0017759,0.001098391,0.00007502089,0.0016933,0.4039263,0.00008036984,0.01216812],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02062698,"threshold_uncertainty_score":0.1496599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353297264410313,"score_gpt":0.38206165875575,"score_spread":0.2467319323147187,"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."}}