{"id":"W4200120034","doi":"10.1097/aln.0000000000004069","title":"Science, Medicine, and the Anesthesiologist","year":2021,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesiology; Pain medicine; Anesthesia; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00172122,0.001145967,0.001405978,0.003732233,0.001923848,0.007001412,0.001299432,0.006603486,0.1229669],"category_scores_gemma":[0.0115175,0.0004664535,0.0007044083,0.004127479,0.001528351,0.004591991,0.002825415,0.005864257,0.05170668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002575996,"about_ca_system_score_gemma":0.004866958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692507,"about_ca_topic_score_gemma":0.004028908,"domain_scores_codex":[0.9981428,0.0003865413,0.0002309711,0.0002441729,0.0007912772,0.0002042649],"domain_scores_gemma":[0.9923192,0.001900944,0.0005978112,0.0002551072,0.00281248,0.002114424],"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":[0.00002003707,0.00001710131,0.0001012995,0.0008501986,0.000009354815,0.0000527063,0.00004607786,0.00001074746,0.00008572375,0.001023112,0.9288274,0.06895622],"study_design_scores_gemma":[0.00001153951,0.00001174239,0.0003264817,0.001373568,0.000008219818,0.0001211747,0.00007772707,0.0000038787,0.00001675495,0.0007490246,0.9972953,0.000004625703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0001966031,0.3957551,0.0001836778,0.170663,0.3787709,0.00005863254,0.000255688,0.00005635556,0.05406007],"genre_scores_gemma":[0.00329115,0.3601987,0.0003760765,0.1246228,0.4427857,0.00009945695,0.0004200921,0.00006150344,0.06814454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1229669,"threshold_uncertainty_score":0.4113654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761821815197566,"score_gpt":0.2751360542856471,"score_spread":0.2575178361336715,"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."}}