{"id":"W3170367715","doi":"10.1001/jamasurg.2021.2259","title":"Concerns About Recommendations for Perioperative Cannabis Use","year":2021,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; MEDLINE; Psychiatry; General surgery","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":[0.005190947,0.0002944025,0.0004072411,0.0008585945,0.005957433,0.002651664,0.001937507,0.01909799,0.01923644],"category_scores_gemma":[0.0563008,0.0004719541,0.001134095,0.0008089195,0.002646815,0.003682947,0.001621463,0.01772055,0.009145704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002407078,"about_ca_system_score_gemma":0.007923018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007451074,"about_ca_topic_score_gemma":0.01759289,"domain_scores_codex":[0.995743,0.001219006,0.001030367,0.0002428983,0.00119997,0.0005648168],"domain_scores_gemma":[0.978071,0.01220783,0.001683796,0.0009054036,0.004192177,0.002939806],"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":[0.00004412929,0.0001737257,0.009039068,0.0001953163,0.00002327927,0.01200662,0.001562823,0.0002199926,0.0003447032,0.00415965,0.8985137,0.07371682],"study_design_scores_gemma":[0.00009481622,0.0001795934,0.006500445,0.002134667,0.00005212195,0.02513101,0.00627654,0.0007387056,0.0006007948,0.02028975,0.9378849,0.0001167653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004518654,0.001497267,0.0006183321,0.9590659,0.00564353,0.00007201912,0.00006904638,0.0001644256,0.02835079],"genre_scores_gemma":[0.05525295,0.005214757,0.00348579,0.9049165,0.01030417,0.0002479751,0.0001207918,0.0001480353,0.02030896],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01923644,"threshold_uncertainty_score":0.06435233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09658429697541494,"score_gpt":0.3502021214909323,"score_spread":0.2536178245155174,"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."}}