{"id":"W2964018598","doi":"10.2196/12944","title":"Development of Ovarian Tissue Autograft to Restore Ovarian Function: Protocol for a French Multicenter Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fertility preservation; Ovarian cancer; Ovarian Cortex; Cohort; Cohort study; Ovarian tissue cryopreservation; Transplantation; Prospective cohort study; Ovary; Oncology; Gynecology; Cancer; Internal medicine; Fertility; Ovarian tissue; Population","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":[0.004607248,0.0002301392,0.0005323213,0.0002991201,0.0002203176,0.00003131031,0.0003212237,0.0002015909,0.0008943052],"category_scores_gemma":[0.0005029436,0.0001741148,0.0000790597,0.000551649,0.0001400985,0.0001027412,0.0002661325,0.0005154687,0.0002470186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157244,"about_ca_system_score_gemma":0.0007404162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003494033,"about_ca_topic_score_gemma":0.00004092834,"domain_scores_codex":[0.996321,0.0004502733,0.0007010708,0.001025209,0.0008633988,0.0006390764],"domain_scores_gemma":[0.9968646,0.0001210315,0.0001232922,0.001304288,0.001306692,0.0002801138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03929618,0.006128033,0.9060974,0.001693721,0.000224994,0.000008966647,0.001963429,5.657554e-7,0.03189275,0.00008503677,0.004707138,0.007901758],"study_design_scores_gemma":[0.00500161,0.005896791,0.6047378,0.0004569441,0.000004193251,0.000001794142,0.0001344115,0.000007493676,0.006620985,0.00003182647,0.3770011,0.0001050553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03103685,2.421408e-7,0.0004965243,0.0002975784,0.00002058007,0.9664533,0.000006520168,0.00006390801,0.0016245],"genre_scores_gemma":[0.03560631,2.827175e-9,0.008140986,0.00003987565,0.0001908436,0.9511172,0.00001375612,0.00003194107,0.004859148],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3722939,"threshold_uncertainty_score":0.9792015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2328208448334926,"score_gpt":0.5465324867028207,"score_spread":0.3137116418693281,"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."}}