{"id":"W4291284049","doi":"10.1016/j.jclinane.2022.110942","title":"A novel app to calculate the environmental impact of general anesthesia using propofol or volatile anesthetics","year":2022,"lang":"en","type":"letter","venue":"Journal of Clinical Anesthesia","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Propofol; Medicine; Volatile anesthetic; Anesthesia; Sevoflurane; Desflurane; Isoflurane","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003085249,0.0005907957,0.001658105,0.0001597158,0.000324266,0.00006516735,0.001283662,0.0006730818,0.00669231],"category_scores_gemma":[0.0002122004,0.0003329529,0.001261657,0.0004028876,0.0004957527,0.0002107377,0.0002451436,0.00317434,0.00008469728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006439192,"about_ca_system_score_gemma":0.0003747956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004057553,"about_ca_topic_score_gemma":0.000008747556,"domain_scores_codex":[0.9932552,0.0007489175,0.002891049,0.0004980252,0.001739092,0.0008677436],"domain_scores_gemma":[0.9948578,0.0008236344,0.002995871,0.0007517803,0.00003479592,0.0005360945],"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":[0.002620629,0.001341617,0.093111,0.0001498377,0.0002494652,0.01231402,0.00140661,0.007862277,0.001639456,0.00000135515,0.8733904,0.005913279],"study_design_scores_gemma":[0.001748239,0.007803546,0.1648779,0.0002733138,0.0005814024,0.04256573,0.00009692767,0.002679167,0.00004705153,0.00007280274,0.7783576,0.0008962682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8569316,0.00009972764,0.00003876048,0.1419987,0.0001458937,0.0007179353,0.00002833588,0.00001188544,0.00002714944],"genre_scores_gemma":[0.1421954,0.0007832683,0.009598975,0.8313466,0.01124784,0.00005031834,0.0001140485,0.000544399,0.004119101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7147362,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323199838586789,"score_gpt":0.3989670912397654,"score_spread":0.2666471073810865,"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."}}