{"id":"W7098621801","doi":"","title":"Special Article The General Epidemiologist: Is There a Place in Today’s Epidemiology?","year":2006,"lang":"en","type":"article","venue":"","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Inclusion (mineral); Phenomenon; Field (mathematics); Quarter (Canadian coin); Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006035959,0.001882459,0.002944919,0.001901486,0.00269034,0.005499874,0.002757072,0.01361467,0.006476617],"category_scores_gemma":[0.02475502,0.0008578901,0.001385399,0.001025907,0.005393022,0.003348157,0.001209511,0.0126126,0.002608514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00331638,"about_ca_system_score_gemma":0.002529399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004158686,"about_ca_topic_score_gemma":0.01053611,"domain_scores_codex":[0.9963217,0.001185383,0.0005563878,0.000519685,0.001071691,0.000345133],"domain_scores_gemma":[0.9737378,0.0145069,0.001190073,0.0004914152,0.00659863,0.003475271],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006775271,0.00003402742,0.0008221827,0.0003206013,0.00001825953,0.001081879,0.0001934791,0.00006869704,0.000122737,0.001135818,0.9896623,0.006472392],"study_design_scores_gemma":[0.0001014577,0.0001463163,0.004627364,0.0009602969,0.0001096543,0.006235131,0.001658451,0.0005926577,0.0003584073,0.005710276,0.9794226,0.00007729109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0007176538,0.01004985,0.0003860776,0.387103,0.5984983,0.0000421655,0.00004213315,0.00008121709,0.003079603],"genre_scores_gemma":[0.004931872,0.006796364,0.0003394286,0.1519093,0.8230464,0.00003209856,0.00002831122,0.00003888411,0.01287723],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.993964,"threshold_uncertainty_score":0.03192157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06459902363809476,"score_gpt":0.2686366306824093,"score_spread":0.2040376070443145,"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."}}