{"id":"W4244962495","doi":"10.1136/bmj.b2006","title":"Authors' reply","year":2009,"lang":"en","type":"article","venue":"BMJ","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Computer science; World Wide Web; Data science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009727874,0.0009518883,0.002268301,0.00193052,0.006251533,0.008579087,0.003631817,0.08815122,0.02414952],"category_scores_gemma":[0.1081026,0.001604369,0.002596166,0.001283372,0.006230914,0.005843841,0.005813846,0.06616049,0.01730001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007441251,"about_ca_system_score_gemma":0.009789458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006550684,"about_ca_topic_score_gemma":0.006071042,"domain_scores_codex":[0.9862093,0.003291592,0.002036278,0.001966511,0.004113084,0.002383135],"domain_scores_gemma":[0.9466949,0.02595565,0.004115097,0.002255814,0.01684265,0.004135746],"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":[0.00003076643,0.000007418613,0.0002675453,0.00007353146,0.00002506123,0.0004122355,0.0002937063,0.00002166419,0.00007535171,0.001246009,0.9959422,0.001604548],"study_design_scores_gemma":[0.00009371963,0.00002856429,0.0008891357,0.000461099,0.00009064969,0.0008422131,0.001433401,0.0001127839,0.0003895823,0.003558416,0.9919898,0.0001106214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002610044,0.0007382759,0.00006117563,0.8977474,0.09993711,0.00001191228,0.00006580009,0.00003265913,0.001144738],"genre_scores_gemma":[0.001690228,0.0002931135,0.00008156447,0.9641279,0.02793396,0.00003411803,0.00002356872,0.00002787784,0.005787631],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9758505,"threshold_uncertainty_score":0.08078814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1686929871387053,"score_gpt":0.5283155356752786,"score_spread":0.3596225485365733,"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."}}