{"id":"W4230915176","doi":"10.22541/au.163256928.88758024/v1","title":"Gestational diabetes: False dichotomy and slippery slope","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Slippery slope; Gestational diabetes; Medicine; Diabetes mellitus; Psychology; Gestation; Philosophy; Pregnancy; Epistemology; Endocrinology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.007050603,0.0004842138,0.0011287,0.002287567,0.001970323,0.005292415,0.001140991,0.002803839,0.01638197],"category_scores_gemma":[0.09816085,0.0004739498,0.0004158256,0.002337298,0.006760883,0.008586923,0.003848822,0.006117024,0.002933995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118851,"about_ca_system_score_gemma":0.0009990118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625134,"about_ca_topic_score_gemma":0.001043037,"domain_scores_codex":[0.9960349,0.001987538,0.0001804826,0.0005183498,0.001058919,0.0002198233],"domain_scores_gemma":[0.9630899,0.02768527,0.002499524,0.002995414,0.002622556,0.001107238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001843848,0.00002314362,0.005626915,0.0001003931,0.00004494675,0.0006673739,0.001510286,0.0006263616,0.0001061567,0.8982946,0.05700526,0.03581025],"study_design_scores_gemma":[0.00001570473,0.000003481999,0.0008308341,0.0000510296,0.000006828453,0.0002553705,0.0004132696,0.001916935,0.00005046203,0.9902495,0.006198559,0.000008120588],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1647078,0.0125849,0.1593461,0.4501618,0.01682558,0.00006668534,0.002405689,0.001003771,0.1928977],"genre_scores_gemma":[0.9365878,0.003019056,0.02070504,0.01313411,0.007406468,0.00008705862,0.0007188538,0.000739478,0.0176023],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01638197,"threshold_uncertainty_score":0.05480319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665911540418812,"score_gpt":0.3042288902148458,"score_spread":0.2775697748106576,"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."}}