{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002318112,0.00009318546,0.0001827762,0.0001326532,0.00004310451,0.000003643044,0.00007383814,0.0001515325,0.0001051494],"category_scores_gemma":[0.005088818,0.00007347624,0.00004337085,0.00009901467,0.0001245613,0.00005360389,0.00003564982,0.0001351985,0.000001342383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019629,"about_ca_system_score_gemma":0.00004642168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006777161,"about_ca_topic_score_gemma":0.0000429721,"domain_scores_codex":[0.999212,0.00004966642,0.0001926098,0.0003327116,0.00007352076,0.0001395215],"domain_scores_gemma":[0.9989144,0.0006651842,0.00007601832,0.0001023767,0.0002035245,0.00003851134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001988939,0.0008730241,0.91377,0.000009458197,0.0001007136,0.000001181809,0.0006961552,2.464924e-7,0.00005038634,0.0001443675,0.0000166897,0.08234888],"study_design_scores_gemma":[0.004182516,0.0004834038,0.9896464,0.000004176631,0.000009622144,6.142145e-7,0.00005356393,0.0001846686,0.0009345679,0.001865778,0.002566326,0.00006830544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962374,0.0003670885,0.0001669877,0.0002034527,0.0007780874,0.001055635,0.00006077293,0.00001187412,0.00111869],"genre_scores_gemma":[0.9982984,0.00007466787,0.0007516462,0.0001582783,0.00002530199,0.0005240925,0.00005862481,0.00000611677,0.00010284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08228058,"threshold_uncertainty_score":0.6092158,"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."}}