{"id":"W2943160936","doi":"10.2196/12593","title":"Oncofertility Decision Support Resources for Women of Reproductive Age: Systematic Review","year":2019,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Oncofertility; Fertility preservation; Reproductive health; Medicine; Family medicine; Reproductive medicine; Infertility; Gynecology; Health care; Fertility; Environmental health; Population; Pregnancy; Political science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00152782,0.0001385767,0.001017811,0.00004164651,0.00002836216,0.000002578821,0.0001202996,0.00009540244,0.0005542788],"category_scores_gemma":[0.001199706,0.00009236344,0.0001650518,0.0001641334,0.0001157043,0.00005960316,0.00004137396,0.0001231401,0.00003429378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002035195,"about_ca_system_score_gemma":0.0001185447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001574354,"about_ca_topic_score_gemma":0.000003565477,"domain_scores_codex":[0.9982968,0.0001024373,0.0005692095,0.0006131207,0.0002007806,0.000217658],"domain_scores_gemma":[0.9979833,0.000141802,0.0002700152,0.001168286,0.0003654862,0.00007114527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.01991422,0.0006100539,0.05525357,0.8941983,0.0005836547,0.000008162632,0.003806028,0.000001122103,0.01174589,0.00003573214,0.009110751,0.004732507],"study_design_scores_gemma":[0.002041633,0.001780034,0.9042354,0.06210786,0.0004959824,0.00002431227,0.000536484,0.000007610739,0.006131787,0.001111996,0.02121739,0.0003094871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733288,0.01768595,0.00002292821,0.000656991,0.0003047745,0.006571905,0.00003356665,0.00003231298,0.001362791],"genre_scores_gemma":[0.987924,0.0007180137,0.0001698709,0.0005963311,0.0001552223,0.002117774,0.00001044072,0.00001569265,0.008292682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8489819,"threshold_uncertainty_score":0.6068964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527507786393761,"score_gpt":0.3572564484783813,"score_spread":0.3319813706144437,"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."}}