{"id":"W2065902429","doi":"10.1136/jech.2006.057752","title":"Bringing chronic disease epidemiology and infectious disease epidemiology back together","year":2007,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Epidemiology; Medicine; Disease; Infectious disease (medical specialty); Public health; Chronic disease; Intensive care medicine; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03639611,0.001859305,0.003728541,0.01369657,0.004145858,0.0205314,0.002310092,0.01000104,0.01085533],"category_scores_gemma":[0.08476392,0.001613018,0.001910811,0.008399142,0.01911124,0.05296486,0.01593203,0.03217831,0.003084729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007946914,"about_ca_system_score_gemma":0.01312826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005778512,"about_ca_topic_score_gemma":0.006159066,"domain_scores_codex":[0.9700631,0.01768549,0.002062536,0.002121836,0.006407733,0.001659224],"domain_scores_gemma":[0.9139138,0.05473863,0.005569412,0.005249081,0.0120197,0.008509303],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001095408,0.000113832,0.005388282,0.001660635,0.0004384901,0.0003714169,0.006388875,0.0006837756,0.0001996879,0.7564187,0.1238717,0.1043552],"study_design_scores_gemma":[0.00004001009,0.00006252388,0.002616947,0.001810727,0.00006327,0.000257242,0.003049777,0.0003391798,0.00008457543,0.7278771,0.2637346,0.00006388292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003001298,0.159467,0.0295041,0.7502799,0.04510267,0.00007049934,0.0002531069,0.000155441,0.01216593],"genre_scores_gemma":[0.1274579,0.2728543,0.06150195,0.312556,0.2078692,0.0003799212,0.0005104886,0.0004208086,0.0164494],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9636039,"threshold_uncertainty_score":0.1924833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3435722324798373,"score_gpt":0.5073089506581444,"score_spread":0.1637367181783072,"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."}}