{"id":"W4412084398","doi":"10.1016/j.jogc.2025.103030","title":"Fertility Care for Trainees: The Need for National Policy and Transparent Institutional Support","year":2025,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Fertility; Family medicine; Medical education; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.10166,0.0007845795,0.001828884,0.002348619,0.01229656,0.02072006,0.009441404,0.03921504,0.02421079],"category_scores_gemma":[0.2311023,0.00168933,0.00240932,0.002250907,0.01623698,0.01502129,0.0297441,0.06475262,0.002256786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04076437,"about_ca_system_score_gemma":0.5338078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2726655,"about_ca_topic_score_gemma":0.4262802,"domain_scores_codex":[0.9268185,0.02643441,0.005878062,0.003518425,0.01620482,0.02114581],"domain_scores_gemma":[0.5003475,0.161662,0.03201355,0.0123529,0.06341806,0.230206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002084061,0.0008718707,0.01661377,0.002009097,0.000231649,0.001046573,0.006933436,0.002503684,0.0008795045,0.1921424,0.6833686,0.09319114],"study_design_scores_gemma":[0.0008047248,0.0005677281,0.05445345,0.02428389,0.0002742535,0.001430781,0.04045905,0.00459584,0.0008907411,0.1463834,0.7248488,0.00100737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001895432,0.001435927,0.0007920464,0.9898546,0.001777607,0.00008823044,0.0000879746,0.00005536975,0.004012835],"genre_scores_gemma":[0.1334337,0.008600241,0.02010891,0.8215852,0.004600716,0.0009880365,0.000496536,0.000214135,0.009972549],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2726655,"threshold_uncertainty_score":0.5421568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141546046350151,"score_gpt":0.3172733054806967,"score_spread":0.2858578450171952,"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."}}