{"id":"W4394393785","doi":"10.6084/m9.figshare.19650841","title":"Delivery prediction by quantitative analysis of four steroid metabolites with liquid chromatography tandem mass spectrometry in asymptomatic pregnant women","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chromatography; Liquid chromatography–mass spectrometry; Tandem mass spectrometry; Asymptomatic; Mass spectrometry; Steroid; Chemistry; Medicine; Internal medicine; Biochemistry; Hormone","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":[0.0007582335,0.0004108382,0.0003245336,0.0005486173,0.0002003271,0.000347292,0.0002124439,0.0004675515,0.0002829212],"category_scores_gemma":[0.002824722,0.0002099257,0.0001968673,0.0003780758,0.0002214413,0.0001768038,0.0002469445,0.0003510443,0.0002112437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059758,"about_ca_system_score_gemma":0.0001884509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043364,"about_ca_topic_score_gemma":0.001147491,"domain_scores_codex":[0.9995438,0.0001610654,0.00004776054,0.0001113703,0.0001040964,0.00003178075],"domain_scores_gemma":[0.9994855,0.0002366654,0.0001378323,0.00002960238,0.0000686057,0.00004176771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001313223,0.0001131485,0.942843,0.00006574645,0.0000779527,0.0005505529,0.00014273,0.0005205986,0.0172379,0.00007318475,0.0004298117,0.03663206],"study_design_scores_gemma":[0.00006481766,0.001158619,0.9698065,0.00003785521,0.000165611,0.002432291,0.0002824027,0.01322797,0.01134334,0.0003558621,0.001092773,0.00003204805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9953792,0.001068366,0.002575266,0.0001060163,0.00001653632,0.00002941774,0.0002952377,0.00005355261,0.0004765592],"genre_scores_gemma":[0.9963632,0.0003244231,0.002751007,0.00008203053,0.00001464013,0.00003409213,0.0002139522,0.00000535838,0.0002113124],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.001043364,"threshold_uncertainty_score":0.004009962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292066474228588,"score_gpt":0.2366835436336108,"score_spread":0.2237628788913249,"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."}}