{"id":"W4210654587","doi":"10.1136/rapm-2022-103497","title":"Response to Dr C Liu","year":2022,"lang":"en","type":"letter","venue":"Regional Anesthesia & Pain Medicine","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Rectum; General surgery; Radiofrequency ablation; Ablation; Surgery; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.001690772,0.0009088586,0.001282168,0.0008563354,0.002955477,0.002836534,0.002104288,0.02676112,0.01548222],"category_scores_gemma":[0.02620645,0.0005955941,0.0007586589,0.0006460918,0.001676037,0.002794342,0.001231554,0.03000491,0.01096217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00337378,"about_ca_system_score_gemma":0.003539725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004171336,"about_ca_topic_score_gemma":0.004309404,"domain_scores_codex":[0.998295,0.0004768324,0.0001571131,0.0002629489,0.000516638,0.0002915775],"domain_scores_gemma":[0.9935866,0.002406479,0.0005225071,0.0001671901,0.00209141,0.001225936],"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":[0.00001295247,0.000006911066,0.0001525896,0.00002592326,0.000003745703,0.001243476,0.0000465203,0.00002057484,0.00003226531,0.0003779247,0.9964211,0.001655993],"study_design_scores_gemma":[0.00006434078,0.00004906136,0.001087155,0.0003914376,0.00001858754,0.008893905,0.0006135548,0.0002994078,0.0001954425,0.002199746,0.986121,0.00006634634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003449643,0.001509297,0.00006161453,0.9490841,0.04568708,0.00001568945,0.00004792901,0.00005283309,0.003196446],"genre_scores_gemma":[0.004714285,0.001124278,0.0001065593,0.9399691,0.04494034,0.00003808669,0.00003426451,0.00003209517,0.009041154],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02676112,"threshold_uncertainty_score":0.05179316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347816905674006,"score_gpt":0.280400755413133,"score_spread":0.2456190648457324,"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."}}