{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002684958,0.0006576026,0.0009533518,0.001754251,0.002420756,0.004049087,0.001761024,0.007549642,0.009618923],"category_scores_gemma":[0.0226379,0.000281448,0.0007427622,0.0009639651,0.008175474,0.009372659,0.00434351,0.01136026,0.003260778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099708,"about_ca_system_score_gemma":0.002733218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399324,"about_ca_topic_score_gemma":0.002325585,"domain_scores_codex":[0.9960924,0.001692831,0.0003605067,0.0004500978,0.0009461544,0.0004579916],"domain_scores_gemma":[0.9907706,0.005398569,0.001162274,0.0003657998,0.00105839,0.001244311],"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":[0.00009462206,0.0001173959,0.002662438,0.002996738,0.00007425527,0.01561706,0.007697123,0.0001198829,0.0003346607,0.0799086,0.7048064,0.1855708],"study_design_scores_gemma":[0.00002566665,0.00009914037,0.0008814688,0.004263763,0.00002836984,0.0396499,0.00433405,0.0001211454,0.0001497694,0.03898028,0.9113916,0.00007483159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003585406,0.2284054,0.002201017,0.6895318,0.05271719,0.00004069071,0.00008309562,0.0001143729,0.02332105],"genre_scores_gemma":[0.08906165,0.2123199,0.002852541,0.5720066,0.1055883,0.0001018457,0.0001129314,0.0001866209,0.01776962],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.009618923,"threshold_uncertainty_score":0.03217846,"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."}}