{"id":"W4283829270","doi":"10.1097/eja.0000000000001709","title":"Evaluation of spin in the abstracts of systematic reviews and meta-analyses relating to postoperative nausea and vomiting","year":2022,"lang":"en","type":"article","venue":"European Journal of Anaesthesiology","topic":"Nausea and vomiting management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Systematic review; MEDLINE; Meta-analysis; Data extraction; Odds ratio; Confidence interval; Intensive care medicine; Internal medicine","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":["metaresearch"],"category_scores_codex":[0.2832617,0.004660754,0.02916428,0.0433379,0.002405206,0.01173324,0.005319255,0.00393571,0.006743304],"category_scores_gemma":[0.6379126,0.004055514,0.03337655,0.03517827,0.005473406,0.01110439,0.008164226,0.004095732,0.0009005371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01098693,"about_ca_system_score_gemma":0.0223135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00496386,"about_ca_topic_score_gemma":0.01234356,"domain_scores_codex":[0.4433327,0.21299,0.2761503,0.01592081,0.04956216,0.002044074],"domain_scores_gemma":[0.2242021,0.5713722,0.1570437,0.01586194,0.02981521,0.001704881],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0007577316,0.00001408633,0.003864666,0.9007267,0.0767573,0.000147704,0.0006015393,0.0001880059,0.0002188541,0.000493527,0.001566758,0.01466307],"study_design_scores_gemma":[0.001564824,0.0004820221,0.01437938,0.5897734,0.37148,0.0006112076,0.0008110233,0.000920642,0.0009736194,0.004328157,0.01442206,0.0002536275],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01125805,0.9365386,0.01313151,0.004416164,0.001819497,0.01757317,0.01232606,0.0004001915,0.00253672],"genre_scores_gemma":[0.278951,0.5312467,0.07383563,0.005790976,0.001823622,0.09804484,0.008593733,0.0004299199,0.00128356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7167382,"threshold_uncertainty_score":0.8838659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3719925376491644,"score_gpt":0.4262182347390477,"score_spread":0.05422569708988328,"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."}}