{"id":"W4415629741","doi":"10.1097/ccm.0000000000006925","title":"Mind the Gap: A Call for Collaborative Action in Donor Intervention Research","year":2025,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Intervention (counseling); Action (physics); MEDLINE; Action research; Psychological intervention","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":[],"category_scores_codex":[0.6727905,0.003279959,0.01880584,0.01028788,0.03685492,0.05666662,0.02846731,0.1131443,0.02616179],"category_scores_gemma":[0.6689652,0.005023366,0.01012273,0.00570081,0.106473,0.08972731,0.08156933,0.1469577,0.003854574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03225468,"about_ca_system_score_gemma":0.2561199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278466,"about_ca_topic_score_gemma":0.01894621,"domain_scores_codex":[0.3719624,0.5129569,0.02708753,0.02545159,0.04620961,0.01633199],"domain_scores_gemma":[0.06555165,0.8322413,0.009806282,0.02965746,0.026239,0.03650422],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001355898,0.002311473,0.005350423,0.01548134,0.002924655,0.001278148,0.08011843,0.002494957,0.001047547,0.3576139,0.3524785,0.1775446],"study_design_scores_gemma":[0.001431689,0.0004596262,0.002058953,0.02064755,0.000479931,0.0005504196,0.04118146,0.001639974,0.0004743678,0.725264,0.2051226,0.0006895452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007074879,0.009296358,0.008840434,0.9732267,0.005855339,0.0002462685,0.0000384638,0.00008852983,0.001700509],"genre_scores_gemma":[0.06481743,0.01065427,0.1061823,0.8014872,0.01116497,0.004009215,0.0001549892,0.0003209625,0.001208622],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6727905,"threshold_uncertainty_score":0.4035076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304389017292611,"score_gpt":0.5029258717334683,"score_spread":0.3724869700042072,"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."}}