{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005051442,0.0004451523,0.001169655,0.0004127681,0.0002768222,0.0005225537,0.0001440266,0.001031119,0.003324771],"category_scores_gemma":[0.002117063,0.0004049841,0.0009534617,0.0004029509,0.0001940205,0.0002467219,0.0001028208,0.002194034,0.00004224229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004817333,"about_ca_system_score_gemma":0.003124776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008997524,"about_ca_topic_score_gemma":0.00008388771,"domain_scores_codex":[0.996805,0.0002315053,0.0006634597,0.0007995093,0.0006346239,0.0008659606],"domain_scores_gemma":[0.9967473,0.0004062956,0.0002079889,0.0007873458,0.00160524,0.0002458365],"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":[0.00008618549,0.00005973697,0.0007049271,0.0005815732,0.0002846518,0.0008949816,0.0002688914,3.463751e-7,0.0000783999,0.00002149419,0.9883481,0.008670688],"study_design_scores_gemma":[0.0006012789,0.00007181154,0.001570755,0.0006032505,0.0001491989,0.0001270247,0.0002272426,0.00002649531,0.0003619223,0.000005566148,0.9958268,0.0004286823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002065514,0.001079276,0.00007027536,0.9907271,0.001724382,0.001171641,0.002037944,0.0000801768,0.001043726],"genre_scores_gemma":[0.0001143602,0.0005980563,0.0001786978,0.5715231,0.008942025,0.001236716,0.009495698,0.0001403006,0.407771],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4192039,"threshold_uncertainty_score":0.9998402,"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."}}