{"id":"W2072847588","doi":"10.1186/1471-2393-12-117","title":"An inventory of Canadian pregnancy and birth cohort studies: research in progress","year":2012,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia; Université Laval; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Cohort; Data collection; Cohort study; Pregnancy; Family medicine; Reproductive medicine; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181429,0.0001883023,0.000260432,0.0003194197,0.0002518209,0.00001638452,0.0001841058,0.00009938477,0.00009895468],"category_scores_gemma":[0.00006570537,0.0001758816,0.00001925867,0.0004854967,0.0008924424,0.0005636391,0.0001870027,0.0003116121,0.00002658835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016327,"about_ca_system_score_gemma":0.00006798555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01304286,"about_ca_topic_score_gemma":0.06485467,"domain_scores_codex":[0.9974222,0.0004525694,0.0003119976,0.000554718,0.0003869632,0.0008715854],"domain_scores_gemma":[0.9988568,0.00008978239,0.00008443928,0.0003993554,0.00001144521,0.0005581246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007555045,0.000146218,0.9717419,0.0002026444,0.00001325283,0.000006901568,0.004202285,0.000006095235,0.00002343309,0.0001936013,0.0000169016,0.02343926],"study_design_scores_gemma":[0.0004661744,0.0001333089,0.9949365,0.001728039,0.000008313365,0.000008022545,0.001106611,0.00005065979,0.0001495809,0.0002677035,0.0009455614,0.000199504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608037,0.03482235,0.000006483018,0.00007503862,0.00005254227,0.001035918,0.00001796618,0.00001613115,0.003169812],"genre_scores_gemma":[0.9884948,0.01071776,0.0004184638,0.00006113566,0.00003021202,0.0001637197,0.00000534446,0.00002458988,0.00008403148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0518118,"threshold_uncertainty_score":0.9935294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07776463110282736,"score_gpt":0.3400500102010653,"score_spread":0.262285379098238,"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."}}