{"id":"W2113871407","doi":"10.1016/s1701-2163(16)32710-4","title":"Validation of a Screening Tool to Identify the Nutritionally at-Risk Pregnancy","year":2008,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Health Canada","keywords":"Medicine; Receiver operating characteristic; Gold standard (test); Predictive value; Risk assessment; Predictive validity; Pregnancy; Positive predicative value; Internal medicine; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.01116509,0.0007848091,0.0006749973,0.002993959,0.0009886905,0.001247922,0.001094303,0.001166357,0.001505738],"category_scores_gemma":[0.03130771,0.0004522096,0.001051617,0.001402732,0.000592532,0.0007959513,0.001111413,0.0008800866,0.000567157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493988,"about_ca_system_score_gemma":0.004527976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658538,"about_ca_topic_score_gemma":0.01919116,"domain_scores_codex":[0.9944824,0.0019325,0.0008461011,0.0004737618,0.001864106,0.0004011446],"domain_scores_gemma":[0.9756655,0.01296534,0.001768652,0.001102745,0.007722014,0.0007756518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001328973,0.001739233,0.9317103,0.0002084454,0.0001721234,0.0002946984,0.00148473,0.0008900226,0.003489887,0.0005803003,0.003241621,0.05485966],"study_design_scores_gemma":[0.000514638,0.003386942,0.9652282,0.0003024142,0.000401244,0.000960124,0.001573396,0.01345409,0.006181694,0.000561603,0.007358848,0.00007685817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816805,0.0004347139,0.007120543,0.0008464409,0.0003174699,0.002033603,0.001773926,0.000153483,0.005639188],"genre_scores_gemma":[0.9712943,0.0002704129,0.02205247,0.0003992375,0.00006224314,0.001842859,0.001820091,0.00003153045,0.002226664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01658538,"threshold_uncertainty_score":0.05904728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433128796314715,"score_gpt":0.2743334254816984,"score_spread":0.2500021375185513,"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."}}