{"id":"W2348941571","doi":"10.1016/j.puhe.2016.04.007","title":"Celebrating public health lives: Éric Dewailly, MD, PhD","year":2016,"lang":"en","type":"article","venue":"Public Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Public health; Gerontology; Medicine; Family medicine; Library science; Nursing; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01022798,0.0004986927,0.001031049,0.0008383203,0.001255996,0.0005987313,0.0009078011,0.0001920828,0.001023993],"category_scores_gemma":[0.004541178,0.0003561853,0.0001975456,0.001782532,0.0002146232,0.002891627,0.0005404008,0.0004104533,0.001964497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008321769,"about_ca_system_score_gemma":0.002338576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0289502,"about_ca_topic_score_gemma":0.001460931,"domain_scores_codex":[0.9919597,0.0004555539,0.001813256,0.0009445881,0.0006079978,0.004218912],"domain_scores_gemma":[0.9959655,0.0004913901,0.001475538,0.0008478668,0.0004731704,0.0007465459],"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":[0.000003273962,0.0001418697,0.00594671,0.0004095128,0.00002328666,0.000002128928,0.0001922983,0.000003286765,0.000003248791,0.1369808,0.7253932,0.1309003],"study_design_scores_gemma":[0.0007429349,0.00008490858,0.004866585,0.00007801255,0.000002373325,0.00001472058,0.0008231787,0.0008431192,1.470426e-7,0.001728002,0.9904482,0.0003678481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01714638,0.001550833,0.006225523,0.9419927,0.001523095,0.0008846659,0.00003174196,0.0008916557,0.02975342],"genre_scores_gemma":[0.5043731,0.001512645,0.0008686473,0.4877956,0.004490572,0.0001397882,0.0001052195,0.0001071924,0.0006072919],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4872267,"threshold_uncertainty_score":0.9998892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308710992644818,"score_gpt":0.3245148547548578,"score_spread":0.1936437554903759,"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."}}