{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005925336,0.0007731347,0.003683414,0.008915639,0.0006098046,0.001997053,0.001623438,0.001185474,0.007917413],"category_scores_gemma":[0.04877637,0.0005900327,0.003594069,0.01144433,0.0006176067,0.002464491,0.001477169,0.0008381523,0.0003724667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554481,"about_ca_system_score_gemma":0.009833402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007406712,"about_ca_topic_score_gemma":0.02401175,"domain_scores_codex":[0.9942022,0.00244331,0.001607777,0.00033162,0.001204263,0.0002108163],"domain_scores_gemma":[0.9439898,0.0465399,0.005984607,0.0004462365,0.002591412,0.0004481291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000168446,0.00002990063,0.001365829,0.9254075,0.002621627,0.00008705709,0.0003785257,0.00006727828,0.00005499694,0.0002012115,0.002744003,0.06687357],"study_design_scores_gemma":[0.0002056705,0.0001366904,0.005284995,0.9492635,0.01781007,0.000218506,0.0005483066,0.00007130669,0.0001083665,0.0002326579,0.02609099,0.00002895214],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00373155,0.9921299,0.0002351882,0.0004896697,0.00008179455,0.0005299542,0.001715591,0.00002142878,0.00106496],"genre_scores_gemma":[0.03230067,0.9637547,0.001167992,0.0006832547,0.00006060092,0.0009140797,0.000891948,0.00001096171,0.0002157313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008915639,"threshold_uncertainty_score":0.03133661,"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."}}