{"id":"W6925713619","doi":"10.18710/vttnxm/k1q0ve","title":"ID4.mp4","year":2021,"lang":"en","type":"dataset","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001068945,0.002724291,0.001588742,0.00307563,0.0008405605,0.002436953,0.002401666,0.003321495,0.2087473],"category_scores_gemma":[0.008897056,0.0009535431,0.002096625,0.004397997,0.0004327418,0.001393482,0.001676817,0.001755004,0.1802088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541391,"about_ca_system_score_gemma":0.002609625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03592108,"about_ca_topic_score_gemma":0.05611675,"domain_scores_codex":[0.999024,0.0001814893,0.0001154962,0.0003172978,0.0001750802,0.0001866234],"domain_scores_gemma":[0.996721,0.001457068,0.0002470755,0.0005914052,0.0006684514,0.0003150241],"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":[0.00009084965,0.00001622223,0.0006940755,0.0005324474,0.00003024511,0.00001561158,0.00001205229,0.0002116982,0.00006400586,0.0002696331,0.9965683,0.001494925],"study_design_scores_gemma":[0.0009866294,0.00005089861,0.006061776,0.0005234867,0.00008454973,0.00008873463,0.00007867611,0.000954638,0.000548186,0.002897724,0.987668,0.00005668378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006453873,0.00003515656,0.0000411268,0.00005693986,0.00001870539,0.000006055724,0.9989181,0.0003844302,0.0004750125],"genre_scores_gemma":[0.000420306,0.00005307605,0.0002723493,0.0001130092,0.00001191399,0.0000437843,0.9980171,0.000164436,0.0009040836],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7912527,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193259395358928,"score_gpt":0.2977798375647979,"score_spread":0.2758472436112087,"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."}}