{"id":"W6902467060","doi":"10.6084/m9.figshare.6456020","title":"Mirams - CiPA Modelling Background Document","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Satellite; Term (time); Key (lock); Set (abstract data type)","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":[0.002421315,0.001621813,0.001546609,0.001291413,0.001084132,0.003678623,0.005446007,0.003023392,0.2110733],"category_scores_gemma":[0.008561192,0.001183573,0.002622535,0.001146711,0.0004165449,0.002372969,0.002422826,0.002723704,0.07894395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146378,"about_ca_system_score_gemma":0.003308445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01818642,"about_ca_topic_score_gemma":0.01320687,"domain_scores_codex":[0.9989445,0.0002384975,0.00006611919,0.0001276395,0.0005361789,0.00008708511],"domain_scores_gemma":[0.9961357,0.001041537,0.0001284192,0.0005683292,0.001856174,0.0002699109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003733999,0.0001309847,0.001299768,0.00164635,0.00017785,0.0002694026,0.0001773649,0.1562274,0.003405671,0.0313623,0.7602692,0.04466034],"study_design_scores_gemma":[0.0001859186,0.00006241262,0.000612993,0.0004366887,0.00007533937,0.0001435628,0.00006647845,0.143751,0.002674642,0.01563226,0.8362493,0.0001094333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.005672604,0.001962461,0.3519907,0.007781493,0.0036827,0.001409864,0.2588049,0.0731205,0.2955748],"genre_scores_gemma":[0.09513463,0.005686045,0.3273714,0.004110842,0.002044815,0.00524301,0.3198689,0.05326391,0.1872763],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2110733,"threshold_uncertainty_score":0.7061106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.079760032117142,"score_gpt":0.2993699627672509,"score_spread":0.2196099306501089,"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."}}