{"id":"W2161880236","doi":"10.1093/ije/dyn184","title":"Cohort Profile: The Newcastle Thousand Families 1947 Birth Cohort","year":2008,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Medical Research Council; Nuffield Foundation; Wellcome Trust; William T. Grant Foundation","keywords":"Cohort; Cohort study; Medicine; Demography; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002774128,0.0001463349,0.0006043736,0.0002069902,0.0001199684,0.00000504608,0.0003354149,0.0001269952,0.0004277037],"category_scores_gemma":[0.002304782,0.0000857871,0.000179498,0.00009472771,0.0003286315,0.00008646282,0.00005711459,0.0005592855,0.00006816525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001621415,"about_ca_system_score_gemma":0.0006526324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001377883,"about_ca_topic_score_gemma":0.00002330235,"domain_scores_codex":[0.9977468,0.0003038131,0.001066676,0.0001815882,0.0004024769,0.0002987008],"domain_scores_gemma":[0.9973389,0.0009272465,0.0006785534,0.0001747218,0.0006963331,0.0001842666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002942757,0.00007562005,0.9277982,0.0000105949,0.0004836712,0.0002258859,0.0002306971,0.00001310914,0.0001097661,0.01279308,0.05554606,0.002419054],"study_design_scores_gemma":[0.0009026218,0.0002201852,0.9209072,0.00006269071,0.00004304594,0.007613452,0.0000866004,0.00009603965,0.0001011442,0.005416964,0.06447271,0.00007735892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459457,0.001587614,0.002257604,0.02755328,0.002546361,0.0003251469,0.00001638018,0.00002360977,0.01974427],"genre_scores_gemma":[0.8836151,0.09273806,0.006157571,0.01481874,0.001769196,0.00001206296,0.00002458888,0.00002037799,0.0008443517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09115045,"threshold_uncertainty_score":0.4683056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07445025540890761,"score_gpt":0.377122979054343,"score_spread":0.3026727236454354,"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."}}