{"id":"W2134390690","doi":"10.1186/1471-2393-10-87","title":"All Our Babies Cohort Study: recruitment of a cohort to predict women at risk of preterm birth through the examination of gene expression profiles and the environment","year":2010,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Toronto; Calgary Laboratory Services; University of Calgary; University of Alberta","funders":"Alberta Innovates; Fondation pour la Recherche Médicale; Alberta Health Services","keywords":"Medicine; Cohort; Cohort study; Obstetrics; Reproductive medicine; Pregnancy; Biobank; Bioinformatics; Internal medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006982477,0.0002244172,0.0005224252,0.00005067934,0.0001388724,0.00001016484,0.0001707058,0.00008977097,0.00003010549],"category_scores_gemma":[0.0001166505,0.000120987,0.00007047685,0.00006711148,0.0002897125,0.00009825173,0.0002084562,0.0002019311,8.557403e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002662799,"about_ca_system_score_gemma":0.0000371582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005351302,"about_ca_topic_score_gemma":0.00002520641,"domain_scores_codex":[0.9980914,0.0002927005,0.0005199474,0.0003765764,0.0004860609,0.000233337],"domain_scores_gemma":[0.9985985,0.0001389082,0.0004268633,0.0006802792,0.00005064899,0.0001048657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007222191,0.0002905192,0.9750576,0.000288822,0.0002748697,0.000001473427,0.01576724,0.000007117934,0.003994869,0.00007694723,0.00001588079,0.003502429],"study_design_scores_gemma":[0.00359654,0.001003004,0.961166,0.0005162636,0.0002676859,0.0000182247,0.001739397,0.00003667457,0.03123708,0.0001067462,0.0001916005,0.0001208154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918919,0.001709291,0.0001056074,0.00007314213,0.0000808027,0.005558856,0.0001723272,0.00001717258,0.0003909659],"genre_scores_gemma":[0.9943035,0.003451518,0.0007495826,0.00003057204,0.00004638637,0.001177334,0.00002086235,0.00001994651,0.0002003186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02724221,"threshold_uncertainty_score":0.4933704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737920522157053,"score_gpt":0.2470087974384943,"score_spread":0.2296295922169238,"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."}}