{"id":"W4310256212","doi":"10.1016/j.jclinepi.2022.11.012","title":"Reporting guidelines for surgical technique could be improved: a scoping review and a call for action","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Chinese Academy of Medical Sciences; AME Publishing; Lanzhou University","keywords":"Call to action; Action (physics); Medicine; Computer science; Medical emergency; Business","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":[0.6884735,0.003893515,0.01059577,0.02507854,0.006989037,0.02679462,0.01226982,0.0213322,0.005637571],"category_scores_gemma":[0.8090683,0.004696125,0.01249012,0.02732717,0.01002073,0.05060572,0.01344187,0.01738891,0.002711985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02535527,"about_ca_system_score_gemma":0.162653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149427,"about_ca_topic_score_gemma":0.02444333,"domain_scores_codex":[0.2951483,0.4442433,0.1998804,0.009384027,0.04623292,0.005111155],"domain_scores_gemma":[0.08772139,0.6275349,0.09883422,0.03039932,0.1506535,0.004856734],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006152241,0.000379315,0.009593066,0.4315579,0.002349352,0.0009237916,0.02504779,0.001672523,0.001602928,0.02311166,0.1497081,0.3534385],"study_design_scores_gemma":[0.0002273723,0.0001925303,0.0030032,0.8498302,0.001890339,0.0002870445,0.01221215,0.00102651,0.0006920481,0.01395903,0.1164311,0.0002485438],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005441654,0.2800046,0.05227045,0.6132417,0.02042016,0.02120372,0.001877999,0.0007435958,0.004796164],"genre_scores_gemma":[0.05836008,0.2843478,0.4685483,0.1106982,0.004703444,0.06713708,0.003552053,0.0004111827,0.00224189],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3115265,"threshold_uncertainty_score":0.3841677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9398515427022504,"score_gpt":0.7735774532047406,"score_spread":0.1662740894975098,"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."}}