{"id":"W4213111544","doi":"10.21203/rs.2.11956/v3","title":"The Cost-effectiveness of screening tools used in the diagnosis of fetal alcohol spectrum disorder: A modeled analysis","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Alberta Health Services; University of Calgary","funders":"Kids Brain Health Network","keywords":"Fetal Alcohol Spectrum Disorder; Medicine; Cost effectiveness; Prenatal alcohol exposure; Meconium; Pediatrics; Newborn screening; Psychological intervention; Medical diagnosis; Pregnancy; Psychiatry; Fetus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0072623,0.001842704,0.00270179,0.002570068,0.0007733937,0.003017622,0.002706501,0.002620614,0.007910404],"category_scores_gemma":[0.02279151,0.001407574,0.005766009,0.002352999,0.001028952,0.00184353,0.001463311,0.002881602,0.0003593173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01202439,"about_ca_system_score_gemma":0.005624683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1055557,"about_ca_topic_score_gemma":0.04318366,"domain_scores_codex":[0.9968214,0.002075732,0.0001204912,0.0002658641,0.0002146952,0.0005017564],"domain_scores_gemma":[0.9751762,0.02180192,0.001210759,0.0003910483,0.0009653041,0.0004546955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001107367,0.000242846,0.004407272,0.0002958595,0.0005780344,0.0001458703,0.00001906222,0.9857852,0.0001214061,0.002707075,0.000738727,0.003851244],"study_design_scores_gemma":[0.0005589683,0.001076358,0.006694927,0.0002959452,0.001585509,0.0001514389,0.0001690653,0.98434,0.0003290154,0.003553072,0.001166122,0.00007964162],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336045,0.006639331,0.02557808,0.002904002,0.0001766224,0.001587366,0.0131957,0.0001806933,0.01613376],"genre_scores_gemma":[0.990453,0.001286441,0.003967655,0.0001954757,0.00002247099,0.0003949903,0.001478995,0.00001797073,0.002183064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1055557,"threshold_uncertainty_score":0.2098825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1422938638825326,"score_gpt":0.4195033212261489,"score_spread":0.2772094573436163,"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."}}