{"id":"W3111790067","doi":"","title":"Factors Associated with Prenatal Ultrasound Utilization","year":2020,"lang":"en","type":"dissertation","venue":"York University Digital Library (York University)","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ultrasound; Medicine; Obstetrics; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005910889,0.0001079806,0.0001886738,0.0009155204,0.0005649051,0.0005934864,0.0003742602,0.0003171884,0.00514695],"category_scores_gemma":[0.008199772,0.0001258438,0.0003024741,0.001797979,0.0003252764,0.0002346861,0.0003203126,0.0005962072,0.0001895117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109864,"about_ca_system_score_gemma":0.002738157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1181643,"about_ca_topic_score_gemma":0.1077685,"domain_scores_codex":[0.9990363,0.0001837659,0.0001207289,0.0001619622,0.000307194,0.0001900734],"domain_scores_gemma":[0.9943024,0.001980957,0.002260506,0.0001394531,0.0006355556,0.0006811584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001442357,0.00001935006,0.9964374,0.00002303595,0.00001355592,0.00007596633,0.0001900966,0.00004906664,0.00003731697,0.00007395245,0.0002875236,0.002778244],"study_design_scores_gemma":[7.373094e-7,0.00002087329,0.9982109,0.00004484705,0.00001219083,0.0002631443,0.0006952105,0.0001378877,0.00003087636,0.00003593538,0.0005439146,0.000003544635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930695,0.001395777,0.0001097695,0.0009092703,0.00001802408,0.00001520528,0.001041884,0.000006683395,0.003433918],"genre_scores_gemma":[0.9983986,0.0006677979,0.0001536142,0.0000542592,0.00001366333,0.000008449391,0.0003312975,0.000002361047,0.0003698726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181643,"threshold_uncertainty_score":0.234953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673486993479591,"score_gpt":0.1773704629901999,"score_spread":0.150635593055404,"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."}}