{"id":"W4253722384","doi":"10.1136/bmj.c7421","title":"Author's reply","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Computer science; Data science; Information retrieval; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.006855342,0.001196727,0.002594135,0.002464198,0.005970859,0.007441251,0.004013233,0.08951209,0.0392224],"category_scores_gemma":[0.07792909,0.001680861,0.003533861,0.001275643,0.004378583,0.003868226,0.00431544,0.05604409,0.02718633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006619681,"about_ca_system_score_gemma":0.007506385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008540453,"about_ca_topic_score_gemma":0.008405319,"domain_scores_codex":[0.9888597,0.002481071,0.001506801,0.001591023,0.003451819,0.002109689],"domain_scores_gemma":[0.9721825,0.01366641,0.001647607,0.001537216,0.008483278,0.002482927],"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":[0.00003590817,0.000009263586,0.0001416834,0.00004912921,0.00002066736,0.000356111,0.00009404581,0.00001646775,0.00006205767,0.0008486553,0.997166,0.001200027],"study_design_scores_gemma":[0.0001308611,0.00003816204,0.0009440716,0.0004208634,0.0001024795,0.0006824261,0.000556445,0.0001154266,0.000349022,0.002963857,0.9936106,0.00008578954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002576135,0.0009240494,0.00006859614,0.8135197,0.1818298,0.00002437439,0.0001134223,0.00005512964,0.003207386],"genre_scores_gemma":[0.001460837,0.0003464803,0.00009214658,0.9550749,0.03000247,0.00004589908,0.00004172699,0.00003667876,0.01289891],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08951209,"threshold_uncertainty_score":0.1312119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176963318538418,"score_gpt":0.3464159939031096,"score_spread":0.3146463607177254,"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."}}