{"id":"W6885853512","doi":"10.1371/journal.pone.0251746.s002","title":"Quebec Pregnancy Cohort outcomes and babies.","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0007728534,0.0003143771,0.0003956459,0.001020594,0.001264852,0.0008675482,0.0007928855,0.0005201815,0.01771373],"category_scores_gemma":[0.004601929,0.0002236683,0.0006479612,0.002435824,0.000231288,0.0005129791,0.0006401202,0.0009514309,0.000850127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007509877,"about_ca_system_score_gemma":0.006925823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9667943,"about_ca_topic_score_gemma":0.9744924,"domain_scores_codex":[0.9995565,0.00006836009,0.0000302922,0.00007488723,0.0001073616,0.0001626229],"domain_scores_gemma":[0.9975058,0.000297715,0.000595556,0.0001906095,0.0008459659,0.0005644502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004869594,0.00003712047,0.872518,0.0001694956,0.0003959035,0.0001764268,0.0002914076,0.0002634542,0.00009766639,0.001208312,0.1058865,0.01846861],"study_design_scores_gemma":[0.00003291871,0.00002521227,0.9876908,0.0002589982,0.00009089292,0.0001132784,0.0003119727,0.000322232,0.00004041369,0.0001159299,0.01097773,0.00001952814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.4698788,0.02050031,0.0008028419,0.007411271,0.0004940421,0.0001521937,0.462713,0.0002266931,0.0378209],"genre_scores_gemma":[0.9203083,0.005220088,0.0005561236,0.000931322,0.00008257042,0.0001800026,0.05833459,0.0000700446,0.01431691],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03320575,"threshold_uncertainty_score":0.06680256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298720487013476,"score_gpt":0.3029400891425421,"score_spread":0.2699528842724074,"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."}}