{"id":"W4414159939","doi":"10.1002/ijgo.70498","title":"<scp>FIGO</scp> Fertility Passport: A tool for patients and their healthcare providers","year":2025,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fertility; Infertility; Multidisciplinary approach; Health care; Reproductive medicine; Primary care; Fertility preservation; Reproductive endocrinology and infertility","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":[0.004018758,0.0004681892,0.0004847622,0.00178728,0.001688164,0.00212439,0.001118792,0.003287872,0.1107747],"category_scores_gemma":[0.03335445,0.0002988407,0.0007893513,0.001234229,0.0009722178,0.002993369,0.002911982,0.003677848,0.04648244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562965,"about_ca_system_score_gemma":0.00344329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006910737,"about_ca_topic_score_gemma":0.01617319,"domain_scores_codex":[0.9973394,0.001408043,0.0002571346,0.00008165688,0.0007016552,0.0002119793],"domain_scores_gemma":[0.9729506,0.01047066,0.002874091,0.001609029,0.007950933,0.004144568],"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":[0.00001891534,0.00001919102,0.0007205602,0.00008441883,0.000002690488,0.00018949,0.0001695087,0.00001621297,0.00005775214,0.0005062976,0.9646509,0.03356403],"study_design_scores_gemma":[0.00003586299,0.00004616913,0.005633506,0.0007854158,0.000006654567,0.001252069,0.0004864529,0.0001473157,0.0001316039,0.001186283,0.9902526,0.00003604506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008757435,0.005476901,0.01086454,0.3639336,0.0191492,0.003771078,0.01716701,0.01153622,0.5593441],"genre_scores_gemma":[0.1248943,0.01437519,0.08608756,0.3837677,0.03120928,0.008780737,0.01854347,0.006278023,0.3260637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1107747,"threshold_uncertainty_score":0.3705783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676074365020244,"score_gpt":0.310368496660115,"score_spread":0.2936077530099125,"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."}}