{"id":"W4307560024","doi":"10.1186/s12940-022-00913-4","title":"Response to Toshihide Tsuda, Yumiko Miyano and Eiji Yamamoto [1]","year":2022,"lang":"en","type":"letter","venue":"Environmental Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Epidemiology; Curriculum; Representation (politics); Process (computing); Medical education; Specialty; Computer science; Discipline; Engineering ethics; Medicine; Psychology; Sociology; Pathology; Social science; Political science; Engineering","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":[0.01206913,0.001821851,0.00270144,0.001448073,0.003273602,0.004865549,0.004401611,0.02889259,0.01948423],"category_scores_gemma":[0.09211785,0.00108012,0.001886355,0.001111854,0.002963223,0.006200369,0.00497571,0.03952301,0.01292887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004352153,"about_ca_system_score_gemma":0.007396163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004181243,"about_ca_topic_score_gemma":0.004155812,"domain_scores_codex":[0.9927514,0.002322656,0.00104694,0.001078747,0.00215274,0.0006477104],"domain_scores_gemma":[0.9610983,0.01757585,0.003630432,0.001009411,0.011533,0.005153015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002039907,0.000007161206,0.0001111502,0.0001477429,0.00000777406,0.0001129418,0.00007953542,0.00001746887,0.0000419241,0.0002504542,0.9965149,0.002688467],"study_design_scores_gemma":[0.00004392154,0.00005265079,0.0007622433,0.00116389,0.00002177572,0.0009422625,0.0005488285,0.0001570162,0.0001245793,0.0008704304,0.9952434,0.00006896057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001634038,0.002730285,0.0002417933,0.9477203,0.04763091,0.00006862836,0.0002315894,0.0001226715,0.001090423],"genre_scores_gemma":[0.0011024,0.001840939,0.0003167527,0.9668221,0.02512512,0.0001423997,0.0001009296,0.00007695051,0.004472401],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02889259,"threshold_uncertainty_score":0.0651812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145185179787674,"score_gpt":0.2819891720093443,"score_spread":0.2674706540305769,"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."}}