{"id":"W4230105846","doi":"10.2174/1381612003400579","title":"Preface","year":2000,"lang":"en","type":"article","venue":"Current Pharmaceutical Design","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005901571,0.0002911648,0.0002277386,0.00007793261,0.000128083,0.00007601726,0.0004138718,0.00006544204,0.03314865],"category_scores_gemma":[0.00007057695,0.0002677887,0.0001158976,0.0004643018,0.0001930085,0.0002743484,0.00003978952,0.0005099672,0.1019847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114736,"about_ca_system_score_gemma":0.00007127196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.475889e-7,"about_ca_topic_score_gemma":4.02473e-8,"domain_scores_codex":[0.9974474,0.0004519339,0.000329326,0.0005054818,0.0005081825,0.0007576353],"domain_scores_gemma":[0.9987858,0.0002086641,0.0000353945,0.0003631682,0.00005483721,0.0005521648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000558999,0.0008172171,0.0002252484,0.00004613794,0.00004465291,0.0000189539,0.0001207739,0.0007455288,0.01379601,0.00139372,0.1335071,0.8487257],"study_design_scores_gemma":[0.001487295,0.00007329469,0.0005450423,0.00004268457,0.0001030517,0.00002041242,0.000002930754,0.03163983,0.02818814,0.001058612,0.9363968,0.0004419031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3802725,0.06091774,0.1933783,0.003345557,0.009025484,0.01290359,0.0006186905,0.01316191,0.3263762],"genre_scores_gemma":[0.9937466,0.0007495476,0.002194558,0.0003334208,0.0004857373,0.0001320571,0.00002464734,0.0001535877,0.00217983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8482838,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1980975840310477,"score_gpt":0.4192356662358478,"score_spread":0.2211380822048001,"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."}}