{"id":"W4409798935","doi":"10.1016/j.accpm.2025.101529","title":"A Delphi process to define medical reporting outcomes for urgent surgical pathways","year":2025,"lang":"en","type":"article","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine; Medical emergency; Delphi method","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":[0.2507288,0.001192982,0.001195322,0.01229468,0.006864851,0.005528707,0.002427124,0.001770985,0.006775791],"category_scores_gemma":[0.3243041,0.001169407,0.002390597,0.006385131,0.005246705,0.0059988,0.01068971,0.00333509,0.00139814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008349206,"about_ca_system_score_gemma":0.02623338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003728752,"about_ca_topic_score_gemma":0.004721041,"domain_scores_codex":[0.6964712,0.2493522,0.02785427,0.003576101,0.01847697,0.004269274],"domain_scores_gemma":[0.6638198,0.2318351,0.01189964,0.01899363,0.06960461,0.003847254],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001107383,0.001037112,0.01640697,0.005094097,0.0003185496,0.0005180096,0.2519498,0.005001458,0.006619081,0.1757964,0.02688179,0.5092694],"study_design_scores_gemma":[0.001164682,0.003179424,0.04542058,0.01525943,0.0007921859,0.001899631,0.3809415,0.07576439,0.01965595,0.2792892,0.1757304,0.0009027332],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.160536,0.0005071264,0.726876,0.007799824,0.0003503936,0.06238696,0.00125255,0.0006797244,0.03961147],"genre_scores_gemma":[0.2481752,0.0002273369,0.7081842,0.0008915883,0.00006794561,0.03914243,0.0006994678,0.000140643,0.002471165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7492713,"threshold_uncertainty_score":0.9239848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1324369048053918,"score_gpt":0.5124622752749435,"score_spread":0.3800253704695517,"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."}}