{"id":"W6904694487","doi":"10.1371/journal.pone.0315983.s003","title":"Outcomes and corresponding datasets.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Modalities; Pregnancy; Health care; Pandemic; Modality (human–computer interaction); Cohort study; Cohort","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003926957,0.0009469268,0.001718559,0.004823414,0.002284748,0.002705955,0.002865689,0.002385955,0.4144764],"category_scores_gemma":[0.04211879,0.0008415467,0.001341419,0.01044013,0.000478502,0.001487907,0.002488418,0.002028007,0.09358943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007659283,"about_ca_system_score_gemma":0.0474661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4057756,"about_ca_topic_score_gemma":0.5170637,"domain_scores_codex":[0.9966252,0.0006308513,0.0007057334,0.0006640439,0.000690339,0.0006838786],"domain_scores_gemma":[0.9840419,0.004838699,0.001257477,0.001750071,0.006549761,0.001562014],"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":[0.0001627308,0.00001566679,0.002178773,0.002856362,0.00003839339,0.00003183653,0.0001846738,0.0001598729,0.00002614275,0.001309652,0.9845091,0.008526831],"study_design_scores_gemma":[0.0006283537,0.00003116691,0.01365115,0.006238921,0.0001385056,0.0000885103,0.0008382545,0.0004968172,0.00007870459,0.004324427,0.9734111,0.00007399714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001279638,0.0001057604,0.0001246882,0.0004057933,0.0001105463,0.0002146173,0.9951036,0.000119525,0.003687562],"genre_scores_gemma":[0.005680704,0.001018679,0.00362051,0.001265478,0.0001345782,0.007650259,0.9666681,0.0004068807,0.01355495],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4144764,"threshold_uncertainty_score":0.8351783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0512346413033899,"score_gpt":0.3612973262463908,"score_spread":0.3100626849430009,"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."}}