{"id":"W4206774343","doi":"10.1007/978-3-540-69469-4_10","title":"Systemic Determinants","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine","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":[0.0005744458,0.0004404964,0.0004770149,0.0005671037,0.0004721777,0.002126182,0.0003721254,0.0005860335,0.02779121],"category_scores_gemma":[0.002484278,0.0002154246,0.0002770165,0.0006304519,0.001720795,0.001848343,0.001513863,0.001498738,0.003239392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000890561,"about_ca_system_score_gemma":0.0007849992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307216,"about_ca_topic_score_gemma":0.001442965,"domain_scores_codex":[0.9994355,0.00007195937,0.00001369543,0.000223652,0.000147151,0.0001080596],"domain_scores_gemma":[0.9991189,0.0002374685,0.0001130583,0.0002545608,0.0001703862,0.0001056256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000239032,0.00002600538,0.003370542,0.0000529563,0.00002002218,0.0001693237,0.0002391848,0.000595659,0.004302563,0.9346253,0.007557801,0.04901676],"study_design_scores_gemma":[0.00001672035,0.0000634727,0.02633767,0.00006180735,0.00005224229,0.001295155,0.0006423768,0.004110641,0.003043984,0.8416365,0.1227073,0.00003209911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09344814,0.001988061,0.1472536,0.004023696,0.0003336116,0.0001240657,0.0007344781,0.000912612,0.7511816],"genre_scores_gemma":[0.8415759,0.001280605,0.01409908,0.0007347134,0.0002672569,0.00008803923,0.0003490048,0.0002784319,0.141327],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02779121,"threshold_uncertainty_score":0.09297085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487449040840023,"score_gpt":0.2361590301170508,"score_spread":0.2212845397086506,"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."}}