{"id":"W2600559745","doi":"10.1503/cmaj.1041688","title":"Neural tube defects","year":2005,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neural tube; Confounding; Computer science; Interpretation (philosophy); Data collection; Neural tube defect; Bioinformatics; Artificial intelligence; Medicine; Pathology; Biology; Statistics; Genetics; Programming language; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007101159,0.0003670508,0.000747652,0.00039877,0.001413048,0.0005042533,0.0005586351,0.004232811,0.004265343],"category_scores_gemma":[0.005532275,0.0001636041,0.0003876514,0.0005955424,0.0009086585,0.000398702,0.0002536306,0.003290328,0.001200961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001925239,"about_ca_system_score_gemma":0.002319643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04488083,"about_ca_topic_score_gemma":0.103285,"domain_scores_codex":[0.9989899,0.0002141109,0.00008954886,0.0001601724,0.0003975547,0.0001487296],"domain_scores_gemma":[0.9980229,0.0009032481,0.0002378028,0.0001073178,0.000408049,0.0003206729],"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":[0.0004987485,0.000213577,0.1376674,0.0005828358,0.0001188179,0.05409281,0.0004429569,0.00007512445,0.001932539,0.004035515,0.7268395,0.07350026],"study_design_scores_gemma":[0.0005963325,0.0009336951,0.3213682,0.002431044,0.0002894316,0.2558275,0.001256215,0.0005517684,0.001440528,0.004899426,0.4103194,0.00008646186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06554558,0.02951126,0.001059999,0.8153321,0.01702325,0.0002120695,0.001844566,0.00007885401,0.0693923],"genre_scores_gemma":[0.343962,0.02603415,0.001331055,0.5549474,0.03470686,0.0001784016,0.0008243805,0.0000351164,0.03798059],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04488083,"threshold_uncertainty_score":0.08923918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134028269148564,"score_gpt":0.2718370676999246,"score_spread":0.2584342407850682,"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."}}