{"id":"W2029330834","doi":"10.1155/2012/961232","title":"Multiple Approaches for Individualized Fertility Protective Therapy in Cancer Patients","year":2011,"lang":"en","type":"article","venue":"Obstetrics and Gynecology International","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fertility preservation; Medicine; Fertility; Ovarian tissue; Intensive care medicine; Cancer; Ovarian tissue cryopreservation; Gynecology; Environmental health; Internal medicine; Population; Ovary","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":[0.0005283855,0.0002617105,0.0004199584,0.0006191667,0.0005722569,0.0004950081,0.0004351234,0.0004341733,0.00601396],"category_scores_gemma":[0.0005915505,0.00007815999,0.0005948785,0.0003745267,0.0003541753,0.0004446674,0.00106867,0.001106529,0.0007009309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004361608,"about_ca_system_score_gemma":0.0008335396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001763838,"about_ca_topic_score_gemma":0.0007112253,"domain_scores_codex":[0.9997845,0.00007358643,0.00001836697,0.0000353776,0.00005695806,0.00003116315],"domain_scores_gemma":[0.9998907,0.00003237787,0.00001694569,0.00001674137,0.000008274704,0.00003505854],"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":[0.0004759719,0.0006033179,0.008234987,0.000445467,0.0001379237,0.0008338651,0.00028174,0.00278114,0.006111702,0.007930268,0.007345361,0.9648182],"study_design_scores_gemma":[0.001586413,0.008958912,0.1838225,0.002691836,0.001712973,0.03555122,0.002259271,0.01220796,0.04243471,0.1046664,0.6038092,0.0002985533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3971256,0.2316258,0.1247514,0.06319129,0.002674347,0.001542479,0.000580293,0.001299412,0.1772094],"genre_scores_gemma":[0.8722842,0.0492679,0.05812603,0.004428713,0.002050048,0.0008745793,0.0004016748,0.00008672276,0.01248015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00601396,"threshold_uncertainty_score":0.02011871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064790744604691,"score_gpt":0.3087466211192701,"score_spread":0.2022675466588011,"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."}}