{"id":"W2058421236","doi":"10.1136/bmj.327.7406.106","title":"Scope of EPOC is clarified","year":2003,"lang":"en","type":"letter","venue":"BMJ","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane; University of Ottawa; Ottawa Hospital; Institute of Population and Public Health","funders":"","keywords":"Scope (computer science); Computer science; Programming language","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008498016,0.0001734844,0.0005231875,0.0001025994,0.00001767489,0.000009322091,0.00009452629,0.0006780602,0.003578262],"category_scores_gemma":[0.00372323,0.0001557835,0.0001925797,0.0001346324,0.00005357754,0.0000538445,0.00003340091,0.00137189,0.0003927882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005139134,"about_ca_system_score_gemma":0.0004008029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001828708,"about_ca_topic_score_gemma":0.000006965081,"domain_scores_codex":[0.9974146,0.0001425889,0.001401572,0.0002940008,0.0005442039,0.0002030148],"domain_scores_gemma":[0.9975723,0.0006738157,0.0007652138,0.0006555161,0.0002845347,0.00004858939],"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":[0.00005518485,0.000034003,0.0002416774,0.0002673887,0.0001186667,0.000179593,0.00001784474,1.141348e-7,0.0001252977,0.000005604295,0.9941666,0.004788025],"study_design_scores_gemma":[0.001152184,0.0001661213,0.0003363116,0.0001648482,0.0004397495,0.00008809163,0.00002580638,0.000004964865,0.0006415026,0.0001553026,0.9966875,0.0001375755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003576531,0.0002067155,0.0002087414,0.9712583,0.0007350781,0.0009259644,0.00004941575,0.00002269952,0.02623547],"genre_scores_gemma":[0.0001570867,0.0001074727,0.00622229,0.9761507,0.003665848,0.0000252668,0.0005219799,0.00004889345,0.01310046],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01313501,"threshold_uncertainty_score":0.9973326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3351415141805919,"score_gpt":0.5229546118282598,"score_spread":0.1878130976476678,"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."}}