{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03303074,0.002521577,0.002554418,0.00197959,0.002014298,0.00158403,0.001861865,0.001657735,0.01430546],"category_scores_gemma":[0.01631159,0.0009785304,0.002766487,0.002290727,0.001209284,0.0007853714,0.001553237,0.001446948,0.003537115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00473763,"about_ca_system_score_gemma":0.01541507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007322365,"about_ca_topic_score_gemma":0.009762321,"domain_scores_codex":[0.9847211,0.01020477,0.001911983,0.001313475,0.001138382,0.0007101092],"domain_scores_gemma":[0.9843473,0.00210721,0.002255269,0.002890759,0.006815419,0.001584067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3434214,0.02970105,0.1514713,0.02714224,0.006054468,0.002263461,0.00404809,0.01255821,0.0157664,0.0166937,0.1485931,0.2422867],"study_design_scores_gemma":[0.1699332,0.08670469,0.2588114,0.007497032,0.003880212,0.001041504,0.001741985,0.003130648,0.005486013,0.004575002,0.456736,0.0004622571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02531757,0.001821553,0.0119148,0.000700958,0.0003577468,0.939707,0.01483935,0.000168941,0.00517203],"genre_scores_gemma":[0.01882911,0.0006498654,0.01070062,0.0004457349,0.000117042,0.9616117,0.006764592,0.00002295674,0.00085832],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03303074,"threshold_uncertainty_score":0.1746853,"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."}}