{"id":"W4236383385","doi":"10.3399/bjgp09x453594","title":"Author's response","year":2009,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria Park","funders":"","keywords":"Medicine; Data science; World Wide Web; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0014779,0.0000821288,0.0002664385,0.00008492472,0.0001097667,0.00003257459,0.00008222167,0.00001070121,0.0001948975],"category_scores_gemma":[0.004083744,0.00007845488,0.0001072077,0.0001235932,0.0000413461,0.0003563407,0.00001879895,0.0003857406,0.000008088008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005114682,"about_ca_system_score_gemma":0.00009486992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003769329,"about_ca_topic_score_gemma":0.000002493436,"domain_scores_codex":[0.9986593,0.0002678859,0.0004058934,0.00009558978,0.0004134747,0.0001579282],"domain_scores_gemma":[0.9986398,0.0003441972,0.0003137636,0.00007982794,0.0004726038,0.0001498],"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":[0.01316434,0.0009764035,0.001706676,0.00001721256,0.0005080976,0.03022164,0.0005542949,0.00001814219,0.02619212,0.0003258123,0.2750903,0.651225],"study_design_scores_gemma":[0.003225939,0.005192025,0.2234285,0.0003295922,0.0003528604,0.0811869,0.000957216,0.00001757898,0.001323818,0.0003042436,0.6835637,0.0001176162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281623,0.004903787,0.0005825781,0.06061212,0.0004808313,0.00009863399,0.000003519277,0.00001136726,0.005144855],"genre_scores_gemma":[0.9753097,0.0005289181,0.01140658,0.005337196,0.001915403,4.766154e-7,0.00000153924,0.000007581143,0.005492588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6511073,"threshold_uncertainty_score":0.4888918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0482730931491436,"score_gpt":0.3953110011027228,"score_spread":0.3470379079535792,"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."}}