{"id":"W2003938713","doi":"10.1136/bmj.323.7323.1255g","title":"Jamie William Jarvie Smith","year":2001,"lang":"en","type":"article","venue":"BMJ","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; History","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000909212,0.0001093686,0.0002227297,0.00004606393,0.0004284962,0.000003877501,0.0001226447,0.0002535977,0.0008815457],"category_scores_gemma":[0.0001247991,0.0000859787,0.00004736236,0.0001202977,0.00001961136,0.0000582766,0.0000512779,0.0004536354,0.003341649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009232091,"about_ca_system_score_gemma":0.0003378219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006018358,"about_ca_topic_score_gemma":0.001040922,"domain_scores_codex":[0.9981725,0.0004147993,0.0004853327,0.0002021517,0.0002067298,0.0005184758],"domain_scores_gemma":[0.9989669,0.0001774741,0.0001442458,0.0003916147,0.0001217197,0.0001980015],"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":[0.00004086431,0.00006493247,0.1206678,0.0007333541,0.00003095732,0.00009400118,0.005068792,0.000001600638,0.00002933043,0.006369988,0.8132879,0.05361048],"study_design_scores_gemma":[0.0003176557,0.00004210701,0.07379718,0.0003059937,0.000003189334,0.000007941019,0.003303183,0.00001297062,0.000001357499,0.0002924944,0.9218125,0.0001034245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1971115,0.003171577,0.00018766,0.07549476,0.003011078,0.001691228,0.00001873039,0.0003141473,0.7189993],"genre_scores_gemma":[0.9322633,0.001177586,0.0002316927,0.003782052,0.004003683,0.0003122491,0.000005915207,0.00003725507,0.0581863],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7351517,"threshold_uncertainty_score":0.9974344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771365061886283,"score_gpt":0.4986163838196456,"score_spread":0.3214798776310174,"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."}}