{"id":"W4409340693","doi":"10.21518/akh2025-021","title":"Application of autologous platelet-rich plasma in herniology: First results of a chronic experiment","year":2025,"lang":"en","type":"article","venue":"Ambulatornaya khirurgiya = Ambulatory Surgery (Russia)","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Platelet-rich plasma; Platelet; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00195992,0.0006610028,0.001009462,0.0004941586,0.0005310321,0.0003633169,0.0004664949,0.0007874356,0.001912543],"category_scores_gemma":[0.0007197877,0.0003194076,0.0009397777,0.0002465451,0.0009015567,0.0006415778,0.0003903576,0.001171252,0.0004181506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001819926,"about_ca_system_score_gemma":0.0002973849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004413082,"about_ca_topic_score_gemma":0.0006055664,"domain_scores_codex":[0.9990928,0.0003298869,0.00009195167,0.0001360944,0.0001174438,0.0002318365],"domain_scores_gemma":[0.9982904,0.0006258849,0.0002142579,0.0003316634,0.0002002166,0.0003377188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03289947,0.04532636,0.006758301,0.0008015205,0.0002048239,0.0007476253,0.0008832169,0.000329372,0.88481,0.0002102515,0.0005497906,0.02647932],"study_design_scores_gemma":[0.001564443,0.6303592,0.02815133,0.00008889216,0.0004491338,0.001240787,0.000446996,0.0006362541,0.3339142,0.0001344144,0.002959754,0.00005451444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963987,0.001718814,0.0009492521,0.00005858211,0.00007211312,0.0002019614,0.0001200208,0.00002178738,0.0004588384],"genre_scores_gemma":[0.99125,0.002525657,0.002498261,0.0001618767,0.0002172236,0.0005150834,0.0006467969,0.00001593574,0.002169046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00195992,"threshold_uncertainty_score":0.01036519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176608000211306,"score_gpt":0.2699837761414776,"score_spread":0.2582176961393645,"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."}}