{"id":"W2990242512","doi":"10.1289/isesisee.2018.s01.03.01","title":"Tales from Two Cohots","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Pregnancy; Medicine; Cohort; Environmental health; Offspring; Cohort study; Tanzania; Perfluorooctane; Child development; Psychiatry; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001366592,0.0001518389,0.0001376379,0.00001619623,0.0001249934,0.0000799537,0.0002966155,0.00006863305,0.009894297],"category_scores_gemma":[0.00005493945,0.0001216472,0.00004330747,0.00008098906,0.0004696702,0.0002352909,0.0001283835,0.0001239491,0.01324478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004277386,"about_ca_system_score_gemma":0.00002197887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519793,"about_ca_topic_score_gemma":0.001012714,"domain_scores_codex":[0.9988694,0.00002639273,0.0001789041,0.0003480772,0.000272977,0.0003042769],"domain_scores_gemma":[0.9993626,0.00008313579,0.00007648111,0.0003029435,0.00001718926,0.00015766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001400956,0.0002682976,0.02446301,0.00001220924,0.00007381172,0.0002953408,0.00196855,0.005771476,0.7378858,0.001498908,0.02975404,0.1978684],"study_design_scores_gemma":[0.0005197753,0.0001176812,0.9153749,0.00003608068,0.00001668371,0.00001009526,0.00005745164,0.0004958758,0.0351152,0.003342447,0.04458905,0.0003247614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032034,0.00002157132,0.00009059136,0.0002076121,0.0004616427,0.000112873,0.0000113327,0.00006303528,0.09582788],"genre_scores_gemma":[0.9970084,0.000009109052,0.0009113146,0.0002797324,0.0003860737,0.000003302402,0.00001127992,0.00001231741,0.001378476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8909119,"threshold_uncertainty_score":0.9910108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143078753305215,"score_gpt":0.2509086078083521,"score_spread":0.2366007324778306,"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."}}