{"id":"W4413958091","doi":"10.17645/si.10435","title":"Great Eggspectations: Narratives of Elective Oocyte Cryopreservation in Canadian Medical Journals","year":2025,"lang":"en","type":"article","venue":"Social Inclusion","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Narrative; Oocyte cryopreservation; Oocyte; Cryopreservation; Sociology; Political science; Media studies; Andrology; Medicine; Biology; Demography; Art; Fertility preservation; Embryo; Literature; Cell biology; Fertility","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0006407353,0.00007031513,0.0002302234,0.0005425421,0.0004280366,0.00000453994,0.00009382675,0.0002308817,0.0001731096],"category_scores_gemma":[0.00302096,0.00006194941,0.00004151847,0.0009375176,0.0001340771,0.00008485655,0.0001506182,0.0003460777,0.000001993043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005264016,"about_ca_system_score_gemma":0.002257781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06186278,"about_ca_topic_score_gemma":0.2067849,"domain_scores_codex":[0.9988935,0.00008376708,0.0002975802,0.0001669169,0.0003416749,0.0002165792],"domain_scores_gemma":[0.9993311,0.00004765553,0.00008265422,0.0001014992,0.0003318518,0.0001052826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001548319,0.0005224776,0.6898304,0.0005669951,0.0001866995,0.0001430769,0.06248645,0.000005724748,0.02017988,0.08306343,0.012831,0.1286355],"study_design_scores_gemma":[0.001157067,0.0001574141,0.8835132,0.0004389297,0.00001504018,0.000005619312,0.005526663,0.00008657973,0.005234752,0.09717532,0.00660104,0.00008839653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9051074,0.001287131,0.00007301443,0.07978393,0.0001266418,0.0003870701,0.000003375089,0.00003322308,0.01319815],"genre_scores_gemma":[0.9985401,0.000177456,0.0001922536,0.0007378533,0.0001074976,0.00002237884,0.000007627252,0.000004704903,0.0002100955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1936828,"threshold_uncertainty_score":0.9443843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685215312661957,"score_gpt":0.4018946983510662,"score_spread":0.3750425452244466,"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."}}