{"id":"W2891039173","doi":"10.23889/ijpds.v3i4.668","title":"Data Byte: An Insight on Fetal Alcohol Spectrum Disorder and Educational Achievement","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Alberta","funders":"","keywords":"Fetal Alcohol Spectrum Disorder; Birth certificate; Medicine; Test (biology); Psychology; Family medicine; Medical education; Pediatrics; Pregnancy; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00774712,0.0004084662,0.0003378437,0.008445068,0.001201237,0.004795616,0.001479472,0.001003601,0.01738898],"category_scores_gemma":[0.03870037,0.0004972343,0.0004479474,0.01955356,0.0008922142,0.003508563,0.003436392,0.001578313,0.002885786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005091171,"about_ca_system_score_gemma":0.01052117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3035293,"about_ca_topic_score_gemma":0.3835081,"domain_scores_codex":[0.9961058,0.001056109,0.0003262543,0.0002438229,0.001859704,0.0004082191],"domain_scores_gemma":[0.9634507,0.02221067,0.002103943,0.002264381,0.00676683,0.003203422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007797143,0.00004446489,0.09768931,0.0005000817,0.0000370971,0.0003239809,0.002968519,0.0005063406,0.0002063537,0.01801984,0.7585427,0.1210834],"study_design_scores_gemma":[0.00001179398,0.00001796164,0.09762818,0.0008693888,0.00002013313,0.0003499506,0.003491601,0.0006036708,0.0001247036,0.005346057,0.8914861,0.00005043303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.04810972,0.02559887,0.02152787,0.2166349,0.005588508,0.0008178758,0.4798548,0.007789889,0.1940775],"genre_scores_gemma":[0.3417802,0.05860139,0.1258931,0.02765216,0.01004794,0.001233203,0.3578663,0.003949305,0.07297646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3035293,"threshold_uncertainty_score":0.6035251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0740782931437282,"score_gpt":0.4136705209895155,"score_spread":0.3395922278457872,"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."}}