{"id":"W1979508641","doi":"10.1111/anae.12796","title":"Common sense medicine and cerebrospinal lavage","year":2014,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Accidental; Gold standard (test); Intrathecal; Cerebrospinal fluid; Anesthesia; Saline; Randomized controlled trial; Surgery; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009219535,0.0002744555,0.0006105248,0.0001098428,0.00010644,0.0000189229,0.00009580779,0.0003673367,0.0001210399],"category_scores_gemma":[0.00003521602,0.0002047904,0.00009222731,0.0001154065,0.0002479611,0.00001966845,0.00003506435,0.001088304,0.00009747957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001890803,"about_ca_system_score_gemma":0.00002995078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018428,"about_ca_topic_score_gemma":0.000003486794,"domain_scores_codex":[0.9986564,0.00006275949,0.0002896497,0.0004244006,0.0002906701,0.0002761415],"domain_scores_gemma":[0.9990225,0.000084552,0.0001241914,0.0005712886,0.00005842403,0.0001389761],"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":[0.00001907689,0.00001647152,0.0006140191,0.0002148374,0.00002076578,0.001093692,0.00001903689,4.92113e-8,0.00004530802,0.0006411341,0.9953777,0.001937946],"study_design_scores_gemma":[0.0004930981,0.0006805984,0.006748233,0.0002767525,0.0001940777,0.002126846,0.000004166453,0.00003376514,0.000008198426,0.000955717,0.9882856,0.0001929165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008469248,0.0006946662,0.0000265947,0.9752105,0.00004986821,0.0002852877,0.000003424354,0.000102568,0.01515783],"genre_scores_gemma":[0.07316761,0.000380658,0.00007929686,0.9205557,0.002156487,0.00002206871,0.0001381741,0.00005844194,0.003441608],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06469836,"threshold_uncertainty_score":0.8351109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714273530670267,"score_gpt":0.2934719820364203,"score_spread":0.2563292467297177,"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."}}