{"id":"W4409057469","doi":"10.30699/mmlj17.6.2.8","title":"Advances in mesenchymal stromal/stem cell therapy for non-obstructive azoospermia: a comprehensive mini-review","year":2023,"lang":"en","type":"article","venue":"Modern Medical Laboratory Journal","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mesenchymal stem cell; Stem cell; Stem-cell therapy; Azoospermia; Stromal cell; Medicine; Biology; Cancer research; Pathology; Cell biology; Infertility; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007237318,0.0003076864,0.0008586789,0.0002463886,0.0001305664,0.00001599482,0.0001991235,0.0001991314,0.0001430919],"category_scores_gemma":[0.0001654379,0.0002131104,0.000150805,0.0006809324,0.0001755615,0.0001572433,0.0000319546,0.0009732229,0.00002488048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142012,"about_ca_system_score_gemma":0.0006163107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001307828,"about_ca_topic_score_gemma":0.000003058899,"domain_scores_codex":[0.9973869,0.000125291,0.000633936,0.0003476777,0.0009644936,0.0005416774],"domain_scores_gemma":[0.9983091,0.0002393062,0.0001608178,0.0002180528,0.0004293134,0.0006433972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001586571,0.001357326,0.01414365,0.009886754,0.0006392895,0.01121168,0.006699033,0.001616052,0.07224794,0.0004538036,0.08153573,0.7986222],"study_design_scores_gemma":[0.03672621,0.005104778,0.03724401,0.02326401,0.0003945945,0.002214818,0.003195249,0.04503678,0.009048247,0.0004894583,0.8356276,0.001654258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5989665,0.3820273,0.009384029,0.006641847,0.001585635,0.001071409,0.00004911082,0.0001278047,0.0001464185],"genre_scores_gemma":[0.7506829,0.2375317,0.002742099,0.002644195,0.003698288,0.0002820192,0.00008399085,0.0001763509,0.002158446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7969679,"threshold_uncertainty_score":0.8690389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727257064795803,"score_gpt":0.3095059398567181,"score_spread":0.2922333692087601,"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."}}