{"id":"W4235495204","doi":"10.2174/1871529x11313010001","title":"Preface","year":2013,"lang":"en","type":"article","venue":"Cardiovascular & Haematological Disorders - Drug Targets","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001005195,0.0008371459,0.001805414,0.0002146105,0.0004255614,0.0002053851,0.001109525,0.00038415,0.002595783],"category_scores_gemma":[0.000800049,0.0006733649,0.0030031,0.0008268718,0.000666923,0.0007010602,0.0005077382,0.0006666449,0.0408923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269063,"about_ca_system_score_gemma":0.00005863028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003467287,"about_ca_topic_score_gemma":0.00002937383,"domain_scores_codex":[0.993721,0.0009520273,0.0007671299,0.00152203,0.001418722,0.001619055],"domain_scores_gemma":[0.9966394,0.0001957203,0.0001673597,0.002109708,0.0002755575,0.0006121978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001803865,0.003041755,0.05570158,0.0007448626,0.0159307,0.001049038,0.002692225,0.007934945,0.00169071,0.01708271,0.8117257,0.08222539],"study_design_scores_gemma":[0.005948738,0.0001532806,0.09224145,0.0001403985,0.001342678,0.000608953,0.002088748,0.00252422,0.003321508,0.04818389,0.839056,0.004390156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7521954,0.1531439,0.009186198,0.002072069,0.001144285,0.005848258,0.0000719226,0.003937413,0.07240065],"genre_scores_gemma":[0.9949514,0.001070105,0.001725327,0.0003439459,0.00009599862,0.0009883023,0.00009110388,0.0002060002,0.0005277984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427561,"threshold_uncertainty_score":0.9995717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00910522607169123,"score_gpt":0.2080598571391024,"score_spread":0.1989546310674112,"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."}}