{"id":"W4386523189","doi":"10.1126/science.abq5202","title":"Kupffer cell–like syncytia replenish resident macrophage function in the fibrotic liver","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Liver physiology and pathology","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University Health Network; University of Calgary","funders":"","keywords":"Cirrhosis; Fibrosis; Biology; Macrophage; Kupffer cell; Immune system; Cell biology; Syncytium; Liver cytology; Pathology; Immunology; Medicine; Virus","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":[],"consensus_categories":[],"category_scores_codex":[0.0002702696,0.0001873991,0.0002175612,0.0002529474,0.0001446047,0.0002243109,0.0001087667,0.0002209189,0.0009771177],"category_scores_gemma":[0.0001554038,0.0001256369,0.0001459428,0.0001040707,0.0002705878,0.0002574614,0.0002648422,0.0004805743,0.0003007628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001423279,"about_ca_system_score_gemma":0.0001482248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002370578,"about_ca_topic_score_gemma":0.000455107,"domain_scores_codex":[0.9998426,0.00003614564,0.00001307936,0.00002354691,0.00003650106,0.00004808647],"domain_scores_gemma":[0.9998583,0.00001294877,0.00002826514,0.00002084097,0.00001781307,0.00006196483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002113738,0.00002203462,0.0006221182,0.00002874054,0.00000302225,0.0001277606,0.00004243127,0.00002020553,0.9974961,0.0001412187,0.00003275715,0.001252299],"study_design_scores_gemma":[0.00006264443,0.0008893781,0.02023237,0.00001671922,0.00003211282,0.001022378,0.0002420758,0.001026755,0.971748,0.0002005234,0.00451911,0.000007846413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976163,0.0009150271,0.0008833948,0.00004010618,0.00001409627,0.00001056417,0.00003969101,0.00002941314,0.0004513439],"genre_scores_gemma":[0.9974651,0.0002672526,0.0008596082,0.00003686652,0.000007480066,0.00001434126,0.00006247157,0.00001240475,0.001274294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009771177,"threshold_uncertainty_score":0.003268838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137964445475037,"score_gpt":0.2739339430207853,"score_spread":0.2525542985660349,"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."}}