{"id":"W4391930587","doi":"10.1136/rapm-2024-105280","title":"Evidence-based clinical practice guidelines on postdural puncture headache: infographics","year":2024,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Infographic; Medicine; Clinical Practice; Computer science; Physical therapy; Data mining","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":[0.01117578,0.001991458,0.004467973,0.01154557,0.001893875,0.003641939,0.005324753,0.007604804,0.01584633],"category_scores_gemma":[0.07713409,0.001194385,0.006456065,0.007392535,0.001546305,0.003127235,0.003301156,0.005756029,0.006958215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005025125,"about_ca_system_score_gemma":0.01910517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01471892,"about_ca_topic_score_gemma":0.02622031,"domain_scores_codex":[0.9825568,0.006641153,0.006832886,0.0005582183,0.002939967,0.0004710226],"domain_scores_gemma":[0.9203871,0.03461538,0.01464214,0.001130185,0.0268519,0.002373249],"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":[0.0003032574,0.0002888182,0.00143964,0.1578926,0.001092852,0.0006146752,0.000679074,0.00178278,0.000522662,0.007977337,0.3859534,0.441453],"study_design_scores_gemma":[0.0008418331,0.0001737415,0.003316458,0.5548062,0.002441562,0.0009967674,0.0004001421,0.0009190358,0.0003812118,0.01141944,0.4241568,0.0001468319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002022019,0.8010677,0.01556993,0.102976,0.0122057,0.008823643,0.008954026,0.0007036824,0.04767736],"genre_scores_gemma":[0.02441631,0.760392,0.1289745,0.04303419,0.004912416,0.01360176,0.01556714,0.0002160969,0.008885614],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01584633,"threshold_uncertainty_score":0.05910391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2335320750159427,"score_gpt":0.4492577027209565,"score_spread":0.2157256277050138,"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."}}