{"id":"W6959497381","doi":"10.11575/prism/43702","title":"Cohort Profile: The All Our Babies pregnancy cohort (AOB)","year":2017,"lang":"en","type":"other","venue":"University of Calgary","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Pregnancy; Cohort study; Prenatal care; Life course approach; Mental health; Health care; Infant mortality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000875203,0.0001531367,0.0002981653,0.00001312564,0.0003392212,0.000008347562,0.000586255,0.0002543579,0.0009947914],"category_scores_gemma":[0.00001868232,0.00005872284,0.0001104497,0.00002703216,0.0002259925,0.00003613903,0.0002171801,0.0001628664,0.00009556072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001426106,"about_ca_system_score_gemma":0.00001511738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858573,"about_ca_topic_score_gemma":0.009024754,"domain_scores_codex":[0.9993436,0.00005746735,0.00006042011,0.0002400751,0.0001155435,0.0001828363],"domain_scores_gemma":[0.9995307,0.00005813346,0.0002327101,0.0001116566,0.00002811262,0.0000386677],"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":[0.00001792778,0.00003847731,0.1381952,0.0000205916,0.0004112389,0.00005167862,0.00002105282,2.40886e-8,0.00003768333,0.0002075632,0.8504285,0.01057002],"study_design_scores_gemma":[0.00006131107,0.00003576107,0.2653079,0.0001100459,0.0001026243,0.000003246073,0.0000844161,0.000001264649,0.000005832511,0.00001908261,0.7341545,0.0001141085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004167373,0.001507238,0.000002475679,0.0007450546,0.0002498877,0.0006378077,0.0002092043,0.00008115222,0.9923998],"genre_scores_gemma":[0.01025983,0.002881352,0.00007434472,0.00006337307,0.0001234527,0.000002310253,0.0001823405,0.000003159543,0.9864098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1271126,"threshold_uncertainty_score":0.9999185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802320692134341,"score_gpt":0.1877312831946633,"score_spread":0.1697080762733199,"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."}}