{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006533144,0.0006678447,0.0008650557,0.0007591987,0.002021458,0.001173537,0.001328519,0.0009189033,0.003132432],"category_scores_gemma":[0.008154957,0.0007537442,0.0008637263,0.001448799,0.0005790827,0.0007832577,0.001951471,0.001591531,0.0009307027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369899,"about_ca_system_score_gemma":0.004952166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0310035,"about_ca_topic_score_gemma":0.02936564,"domain_scores_codex":[0.9976001,0.001115161,0.0001796185,0.000403707,0.0004223373,0.0002791058],"domain_scores_gemma":[0.9958049,0.0004406224,0.0006144604,0.0008419898,0.0006526575,0.001645305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005838599,0.001554012,0.9596549,0.0002240811,0.0003077154,0.001005828,0.003330592,0.0001105117,0.002852531,0.0007976515,0.0092933,0.01503034],"study_design_scores_gemma":[0.004570547,0.007396046,0.9645008,0.0002890177,0.0004070482,0.001794112,0.002865927,0.0006394351,0.001026467,0.0005935883,0.01582938,0.00008758308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693707,0.0004931656,0.003400186,0.001134412,0.0001361354,0.008290485,0.01345818,0.00005798254,0.003658827],"genre_scores_gemma":[0.9452562,0.000676643,0.0123418,0.001762544,0.0001724799,0.02282677,0.009233724,0.0001101085,0.007619647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0310035,"threshold_uncertainty_score":0.0616461,"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."}}