{"id":"W4239107045","doi":"10.1503/cmaj.109-3258","title":"For the record","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002632467,0.00005044637,0.0001023717,0.00003936105,0.0003279989,0.00005392843,0.0001182567,0.0002005585,0.0044029],"category_scores_gemma":[0.005830319,0.00003345516,0.00009587407,0.00007795822,0.00003206329,0.00004373561,0.000004972764,0.001363001,0.00007624242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000182159,"about_ca_system_score_gemma":0.00166347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005235017,"about_ca_topic_score_gemma":0.01977619,"domain_scores_codex":[0.998777,0.0000375269,0.0002269475,0.00006546613,0.0005863776,0.0003066702],"domain_scores_gemma":[0.997777,0.0006379276,0.00007947254,0.0000654229,0.0002924326,0.001147719],"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":[0.00004624444,0.00003599502,0.04545965,0.00001823272,0.0002065709,0.0001153035,0.0002397062,2.079992e-7,0.0003925495,0.003906995,0.3551558,0.5944228],"study_design_scores_gemma":[0.0006956884,0.00002811918,0.008351093,0.00001835289,0.0000426147,0.0003354494,0.0001674423,0.001087178,0.00003934512,0.0004630687,0.9887273,0.00004437937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2766883,0.0001389065,0.001629674,0.7013648,0.004647609,0.0003283576,0.00002418882,0.00002781205,0.01515039],"genre_scores_gemma":[0.8894981,0.00006408527,0.0003192821,0.10152,0.006804112,0.00001343869,0.000003408348,0.00001194719,0.001765594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6335714,"threshold_uncertainty_score":0.9981104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189251478360548,"score_gpt":0.3452309516646716,"score_spread":0.3133384368810661,"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."}}