{"id":"W3197798976","doi":"10.2105/ajph.2021.306380","title":"Yes, We Can—A Cure for Public Health Catastrophism","year":2021,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Population; Gerontology; Medicine; Family medicine; Environmental health; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.008050011,0.0009404572,0.0008911947,0.002782253,0.005884822,0.007206277,0.001385043,0.009662766,0.03958123],"category_scores_gemma":[0.0344921,0.0004256977,0.001315685,0.000889151,0.01181736,0.0110976,0.008296937,0.01710064,0.009645156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004357712,"about_ca_system_score_gemma":0.01437008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003400676,"about_ca_topic_score_gemma":0.007599401,"domain_scores_codex":[0.9933831,0.003057857,0.0002407106,0.0004163578,0.001435575,0.001466235],"domain_scores_gemma":[0.9770296,0.008454904,0.001479561,0.001610748,0.003769562,0.007655675],"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":[0.00004864907,0.0002691408,0.001474369,0.0005892568,0.00005642002,0.0004024802,0.001605263,0.000163565,0.0001401464,0.06316492,0.8123927,0.1196931],"study_design_scores_gemma":[0.00005712602,0.0001095243,0.002326571,0.004042753,0.00004647458,0.001145586,0.005919203,0.000173786,0.000212745,0.1167472,0.8691577,0.00006131837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001017361,0.02741075,0.001189734,0.9287239,0.01158406,0.00002940306,0.00008432192,0.0001197024,0.02984083],"genre_scores_gemma":[0.1514873,0.1298516,0.008165926,0.5956567,0.04944637,0.0003649907,0.0005066041,0.0003047574,0.06421587],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03958123,"threshold_uncertainty_score":0.1324124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.194532861354281,"score_gpt":0.4963005874995971,"score_spread":0.3017677261453161,"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."}}