{"id":"W4384561043","doi":"10.1001/jamainternmed.2023.2923","title":"Preoperative Medical Consultation—Questioning a Long-Standing Practice—In Reply","year":2023,"lang":"en","type":"letter","venue":"JAMA Internal Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Sign (mathematics); Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001533024,0.0007802262,0.0007866443,0.000715707,0.003395144,0.001883605,0.00139383,0.02962519,0.008161755],"category_scores_gemma":[0.01721041,0.000533159,0.0008169805,0.000956032,0.001914179,0.004011143,0.001117542,0.02311869,0.003564184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003418556,"about_ca_system_score_gemma":0.002653329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006785551,"about_ca_topic_score_gemma":0.007532729,"domain_scores_codex":[0.9980409,0.0005681972,0.0003441694,0.0002637177,0.0003624649,0.0004205861],"domain_scores_gemma":[0.9947239,0.002386271,0.000460002,0.0001476119,0.001037775,0.001244384],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000906647,0.000103948,0.006531664,0.0000847839,0.00002921239,0.04680536,0.001110186,0.0002675846,0.0003650204,0.002692438,0.9317538,0.01016529],"study_design_scores_gemma":[0.0002180614,0.0003929573,0.02154808,0.001476717,0.00008901367,0.1548426,0.01015983,0.003216907,0.000773119,0.01637525,0.7905536,0.0003538966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003379933,0.0005199187,0.0001924989,0.9812533,0.009664525,0.00002773128,0.00006455912,0.00006616193,0.004831339],"genre_scores_gemma":[0.04405464,0.001341099,0.0008023278,0.9232052,0.02301342,0.00006391251,0.00007786616,0.00006060702,0.007380996],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.998467,"threshold_uncertainty_score":0.02730381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429303905907561,"score_gpt":0.3499011189626726,"score_spread":0.325608079903597,"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."}}