{"id":"W2145256943","doi":"10.1093/neuonc/nos225","title":"LAB-MOLECULAR EPIDEMIOLOGY","year":2012,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"thermodynamics and calorimetric analyses","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Epidemiology; Computer science; Computational biology; Medicine; Biology; Internal 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":[0.002603172,0.0005620918,0.0006144392,0.00380251,0.001154015,0.001918243,0.0009124368,0.0007874659,0.04864454],"category_scores_gemma":[0.01198424,0.0003770539,0.0006373048,0.004618869,0.0006369966,0.001346784,0.001753997,0.001557639,0.01321906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675015,"about_ca_system_score_gemma":0.002929623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00733525,"about_ca_topic_score_gemma":0.00487539,"domain_scores_codex":[0.996235,0.001688112,0.0003071746,0.0007780486,0.0005337248,0.0004579028],"domain_scores_gemma":[0.9931513,0.001352764,0.001848167,0.001096682,0.001697143,0.0008539864],"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":[0.0004269361,0.0002771097,0.7229626,0.0007470031,0.0003525607,0.0004952017,0.000502731,0.0004813202,0.001082892,0.0217003,0.1139894,0.136982],"study_design_scores_gemma":[0.0001056175,0.0005332319,0.5267445,0.0009682853,0.0003644048,0.002946751,0.001917771,0.001451224,0.002343061,0.02371163,0.4388385,0.00007503566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2840891,0.02899576,0.05956994,0.04094573,0.005033933,0.003285058,0.2351669,0.00169725,0.3412164],"genre_scores_gemma":[0.7758885,0.01323314,0.01715539,0.01327138,0.004002098,0.004116802,0.03854028,0.000388241,0.1334041],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04864454,"threshold_uncertainty_score":0.1627322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03668922759514117,"score_gpt":0.3275943521789436,"score_spread":0.2909051245838025,"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."}}