{"id":"W7028588888","doi":"","title":"Fertility Preservation Discussions with Transgender People in Canada Prior to Beginning Medical Gender Affirmation","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility; Depression (economics); Anxiety; Transgender; Mental health; Sample (material); National Survey of Family Growth; Transgender Person","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000216784,0.0002290556,0.0002500721,0.0003638948,0.0002336063,0.0000265583,0.0007408108,0.00008842403,0.0001342011],"category_scores_gemma":[0.0001171147,0.0002351984,0.00004018689,0.001187796,0.00002416823,0.0009012526,0.0004397847,0.0009601725,0.00000610878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182732,"about_ca_system_score_gemma":0.0004319173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003567034,"about_ca_topic_score_gemma":0.5319644,"domain_scores_codex":[0.9979132,0.0001187582,0.0002562442,0.0004467691,0.0008309069,0.0004341247],"domain_scores_gemma":[0.9991097,0.00009731083,0.00007838544,0.0004277264,0.00006207189,0.0002248175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001091285,0.0000607433,0.7690091,0.0000448975,0.00002334469,0.0001144555,0.0007904237,0.2286142,0.0005571715,0.0001051844,8.860578e-7,0.0005704896],"study_design_scores_gemma":[0.0009831373,0.0000495184,0.9932836,0.00006335634,0.00002093291,0.00001348128,0.002913138,0.0006310331,0.001053535,0.00004676901,0.0005625277,0.0003789634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354603,0.00001381345,0.0625566,0.00120202,0.00008470658,0.0003142399,0.00002485582,0.0002969237,0.00004649472],"genre_scores_gemma":[0.9990813,0.000002087719,0.0002687234,0.0001554501,0.00000958533,0.00001773263,0.00003804714,0.00003446679,0.0003925681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5283974,"threshold_uncertainty_score":0.9591112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06422354637235837,"score_gpt":0.2827993163816253,"score_spread":0.2185757700092669,"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."}}