{"id":"W6901964303","doi":"10.6084/m9.figshare.13175531.v1","title":"Additional file 1 of External validation of prognostic models predicting pre-eclampsia: individual participant data meta-analysis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; University of Toronto","funders":"","keywords":"Table (database); Missing data; Log-linear model; Predictive modelling; Decision table","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":[0.009630335,0.002718878,0.003390532,0.003269305,0.0008279036,0.001920466,0.002933841,0.002256475,0.7124974],"category_scores_gemma":[0.1083071,0.001199757,0.008447252,0.004260401,0.000428295,0.002458306,0.001433395,0.001750064,0.04166122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001769939,"about_ca_system_score_gemma":0.003123588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006451341,"about_ca_topic_score_gemma":0.01319618,"domain_scores_codex":[0.996046,0.001671352,0.0006422402,0.0007632041,0.000587287,0.0002898583],"domain_scores_gemma":[0.8880365,0.1010202,0.003961954,0.003569189,0.002951092,0.0004609698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004082301,0.0001965941,0.009751627,0.1690382,0.01197285,0.0002627079,0.0002595157,0.004256119,0.0002966437,0.003997046,0.7738806,0.02200589],"study_design_scores_gemma":[0.07507264,0.002414777,0.08038815,0.08506443,0.05316338,0.002140844,0.0007522561,0.02166886,0.002040914,0.0460513,0.6304315,0.0008107733],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0007307231,0.0007727026,0.00228447,0.0003339878,0.0001205491,0.001104319,0.9932166,0.0003907754,0.001045946],"genre_scores_gemma":[0.08348154,0.003308645,0.04932097,0.004671437,0.001022144,0.08114506,0.736967,0.003399153,0.03668417],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7124974,"threshold_uncertainty_score":0.4100875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4077244397842852,"score_gpt":0.3427182487674953,"score_spread":0.06500619101678984,"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."}}