{"id":"W3093793301","doi":"10.23889/ijpds.v6i1.1378","title":"The data we have: Pregnancy and birth related data collection in Australia, Canada, Europe and the USA- A web-based survey of practice","year":2021,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Pregnancy; Live birth; Government (linguistics); Demography; High income countries; Environmental health; Family medicine; Developing country","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005026639,0.0002207002,0.0004742508,0.003064875,0.001678354,0.001625263,0.0008479422,0.0004971225,0.00195296],"category_scores_gemma":[0.02449337,0.0004138211,0.0002517346,0.009002115,0.0005325774,0.0008363422,0.001443845,0.0007598831,0.0006103974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009742676,"about_ca_system_score_gemma":0.03362814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.878715,"about_ca_topic_score_gemma":0.8599481,"domain_scores_codex":[0.9922857,0.001981967,0.001015566,0.0006662128,0.00349675,0.0005537533],"domain_scores_gemma":[0.9737688,0.003790872,0.005146865,0.001028954,0.0116612,0.004603349],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000051813,0.0001405855,0.9451165,0.0004511965,0.00007429822,0.0001250734,0.0028374,0.00009054799,0.000309842,0.0001453723,0.01087825,0.03977913],"study_design_scores_gemma":[0.00001373508,0.00005045609,0.9906363,0.0002562469,0.00001783858,0.00005870528,0.002049063,0.0001228636,0.00007821449,0.00002422616,0.006679286,0.00001301356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026252,0.00292245,0.001413739,0.005377034,0.00006208439,0.003154238,0.06582516,0.0001557588,0.01846438],"genre_scores_gemma":[0.9526525,0.004820172,0.01014872,0.003882386,0.00004789186,0.002482956,0.02305152,0.00004442755,0.002869296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9949734,"threshold_uncertainty_score":0.2439985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2254010383210684,"score_gpt":0.5217333727890584,"score_spread":0.29633233446799,"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."}}